Udemy Data Engineering Essentials Hands on SQL Python and Spark TP

Udemy Data Engineering Essentials Hands on SQL Python and Spark TP
     1. Introduction about course.mp4 -


     1. Introduction about course.srt -


     2. Desired Audience.mp4 -


     2. Desired Audience.srt -


     3. Pre-requisites.mp4 -


     3. Pre-requisites.srt -


     4. [Must Watch] 30 Day Money Back Guarantee - Feedback and Rating.mp4 -


     4. [Must Watch] 30 Day Money Back Guarantee - Feedback and Rating.srt -


     5. Training Approach.mp4 -


     5. Training Approach.srt -


     6. Overview of Environments for Hands on Practice (Must Watch).mp4 -


     6. Overview of Environments for Hands on Practice (Must Watch).srt -


     7. Free Download - Course Material.html -


     7.1 data-engineering-essentials.zip -


     8. [Must Watch] Setting up Course Material.mp4 -


     8. [Must Watch] Setting up Course Material.srt -


     9. How to access data sets used in this course.html -


     9.1 airtrafficdata.zip -


     1. Overview of Partitioning.mp4 -


     1. Overview of Partitioning.srt -


     1.1 Overview of Partitioning.html -


     10. Usage Scenarios.mp4 -


     10. Usage Scenarios.srt -


     10.1 Usage Scenarios.html -


     11. Sub Partitioning.mp4 -


     11. Sub Partitioning.srt -


     11.1 Sub Partitioning.html -


     12. Exercise - Partitioned Tables.mp4 -


     12. Exercise - Partitioned Tables.srt -


     12.1 Exercises - Partitioning Tables.html -


     2. List Partitioning.mp4 -


     2. List Partitioning.srt -


     2.1 List Partitioning.html -


     3. Managing Partitions - List.mp4 -


     3. Managing Partitions - List.srt -


     3.1 Managing Partitions - List.html -


     4. Manipulating Data.mp4 -


     4. Manipulating Data.srt -


     4.1 Manipulating Data.html -


     5. Range Partitioning.mp4 -


     5. Range Partitioning.srt -


     5.1 Range Partitioning.html -


     6. Managing Partitions - Range.mp4 -


     6. Managing Partitions - Range.srt -


     6.1 Managing Partitions - Range.html -


     7. Repartitioning - Range.mp4 -


     7. Repartitioning - Range.srt -


     7.1 Repartitioning - Range.html -


     8. Hash Partitioning.mp4 -


     8. Hash Partitioning.srt -


     8.1 Hash Partitioning.html -


     9. Managing Partitions - Hash.mp4 -


     9. Managing Partitions - Hash.srt -


     9.1 Managing Partitions - Hash.html -


     [Tutorialsplanet.NET].url -


     1. Overview of Functions.mp4 -


     1. Overview of Functions.srt -


     1.1 Overview of Pre-Defined Functions.html -


     10. Getting Current Date or Timestamp.mp4 -


     10. Getting Current Date or Timestamp.srt -


     11. Date Arithmetic.mp4 -


     11. Date Arithmetic.srt -


     12. Beginning Date or Time using date_trunc.mp4 -


     12. Beginning Date or Time using date_trunc.srt -


     13. Using to_char and to_date.mp4 -


     13. Using to_char and to_date.srt -


     14. Extracting Information using extract.mp4 -


     14. Extracting Information using extract.srt -


     15. Dealing with Unix Timestamp or epoch.mp4 -


     15. Dealing with Unix Timestamp or epoch.srt -


     16. Overview of Numeric Functions.mp4 -


     16. Overview of Numeric Functions.srt -


     16.1 Overview of Numeric Functions.html -


     17. Data Type Conversion.mp4 -


     17. Data Type Conversion.srt -


     17.1 Data Type Conversion.html -


     18. Handling NULL Values.mp4 -


     18. Handling NULL Values.srt -


     18.1 Handling NULL Values.html -


     19. Using CASE and WHEN.mp4 -


     19. Using CASE and WHEN.srt -


     19.1 Using CASE and WHEN.html -


     2. String Manipulation Functions.mp4 -


     2. String Manipulation Functions.srt -


     2.1 String Manipulation Functions.html -


     3. Case Conversion and Length.mp4 -


     3. Case Conversion and Length.srt -


     4. Extracting Data - Using substr and split_part.mp4 -


     4. Extracting Data - Using substr and split_part.srt -


     5. Using position or strpos.mp4 -


     5. Using position or strpos.srt -


     6. Trimming and Padding Functions.mp4 -


     6. Trimming and Padding Functions.srt -


     7. Reverse and Concatenate Multiple Strings.mp4 -


     7. Reverse and Concatenate Multiple Strings.srt -


     8. String Replacement.mp4 -


     8. String Replacement.srt -


     9. Date Manipulation Functions.mp4 -


     9. Date Manipulation Functions.srt -


     9.1 Date Manipulation Functions.html -


     1. Overview of Views.mp4 -


     1. Overview of Views.srt -


     1.1 Overview of Views.html -


     10. Cumulative or Moving Aggregations.mp4 -


     10. Cumulative or Moving Aggregations.srt -


     10.1 Cumulative or Moving Aggregations.html -


     11. Analytic Functions - Windowing.mp4 -


     11. Analytic Functions - Windowing.srt -


     11.1 Analytic Functions – Windowing.html -


     12. Analytic Functions - Ranking.mp4 -


     12. Analytic Functions - Ranking.srt -


     12.1 Analytic Functions – Ranking.html -


     13. Analytic Functions - Filtering.mp4 -


     13. Analytic Functions - Filtering.srt -


     13.1 Analytic Functions - Filtering.html -


     14. Ranking and Filtering - Recap.mp4 -


     14. Ranking and Filtering - Recap.srt -


     14.1 Ranking and Filtering - Recap.html -


     2. Overview of Named Queries.mp4 -


     2. Overview of Named Queries.srt -


     2.1 Named Queries - Using WITH Clause.html -


     3. Overview of Sub Queries.mp4 -


     3. Overview of Sub Queries.srt -


     3.1 Overview of Sub Queries.html -


     4. CTAS - Create Table As Select.mp4 -


     4. CTAS - Create Table As Select.srt -


     4.1 CTAS - Create Table as Select.html -


     5. Advanced DML Operations.mp4 -


     5. Advanced DML Operations.srt -


     5.1 Advanced DML Operations.html -


     6. Merging or Upserting Data.mp4 -


     6. Merging or Upserting Data.srt -


     6.1 Merging or Upserting Data.html -


     7. Pivoting Rows into Columns.mp4 -


     7. Pivoting Rows into Columns.srt -


     7.1 Pivoting Rows into Columns.html -


     8. Overview of Analytic Functions.mp4 -


     8. Overview of Analytic Functions.srt -


     8.1 Overview of Analytic Functions.html -


     9. Analytic Functions - Aggregations.mp4 -


     9. Analytic Functions - Aggregations.srt -


     9.1 Analytic Functions – Aggregations.html -


     1. Introduction - Perform Database Operations.mp4 -


     1. Introduction - Perform Database Operations.srt -


     10. Example - Web Application.mp4 -


     10. Example - Web Application.srt -


     10.1 Example - Web Application.html -


     11. Exercise - Database Operations.mp4 -


     11. Exercise - Database Operations.srt -


     11.1 Exercise - Database Operations.html -


     2. Overview of SQL.mp4 -


     2. Overview of SQL.srt -


     2.1 Overview of SQL.html -


     3. Create Database and Users Table.mp4 -


     3. Create Database and Users Table.srt -


     3.1 Create Database and Users Table.html -


     4. DDL - Data Definition Language.mp4 -


     4. DDL - Data Definition Language.srt -


     4.1 DDL - Data Definition Language.html -


     5. DML - Data Manipulation Language.mp4 -


     5. DML - Data Manipulation Language.srt -


     5.1 DML - Data Manipulation Language.html -


     6. DQL - Data Query Language.mp4 -


     6. DQL - Data Query Language.srt -


     6.1 DQL - Data Query Language.html -


     7. CRUD Operations - DML and DQL.mp4 -


     7. CRUD Operations - DML and DQL.srt -


     7.1 CRUD Operations - DML and DQL.html -


     8. TCL - Transaction Control Language.mp4 -


     8. TCL - Transaction Control Language.srt -


     8.1 TCL - Transaction Control Language.html -


     9. Example - Data Engineering.mp4 -


     9. Example - Data Engineering.srt -


     9.1 Example - Data Engineering.html -


     1. Installing Python on Windows.mp4 -


     1. Installing Python on Windows.srt -


     1.1 Installing Python.html -


     2. Overview of Anaconda.mp4 -


     2. Overview of Anaconda.srt -


     2.1 Overview of Anaconda.html -


     3. Python CLI and Jupyter Notebook.mp4 -


     3. Python CLI and Jupyter Notebook.srt -


     3.1 Python CLI and Jupyter Notebook.html -


     4. Overview of Jupyter Lab.mp4 -


     4. Overview of Jupyter Lab.srt -


     4.1 Overview of Jupyter Lab.html -


     5. Using IDEs - Pycharm.mp4 -


     5. Using IDEs - Pycharm.srt -


     5.1 Using IDEs – Pycharm.html -


     6. Using Visual Studio Code.mp4 -


     6. Using Visual Studio Code.srt -


     6.1 Overview of Visual Studio Code.html -


     7. Using ITVersity Labs.mp4 -


     7. Using ITVersity Labs.srt -


     7.1 Using ITVersity Labs.html -


     8. Leveraging Google Colab.mp4 -


     8. Leveraging Google Colab.srt -


     8.1 Leveraging Google’s Colab.html -


     1. Basic Programming Constructs using Python - Introduction.mp4 -


     1. Basic Programming Constructs using Python - Introduction.srt -


     10. Exercises - Basic Programming Constructs.mp4 -


     10. Exercises - Basic Programming Constructs.srt -


     11. Dynamic Arithmetic Operations using eval and exec.mp4 -


     11. Dynamic Arithmetic Operations using eval and exec.srt -


     2. Getting Help.mp4 -


     2. Getting Help.srt -


     2.1 Getting Help.html -


     3. Variables and Objects.mp4 -


     3. Variables and Objects.srt -


     3.1 Variables and Objects.html -


     4. Data Type - Commonly Used.mp4 -


     4. Data Type - Commonly Used.srt -


     4.1 Data Types - Commonly used.html -


     5. Operators in Python.mp4 -


     5. Operators in Python.srt -


     5.1 Operators in Python.html -


     6. Tasks - Data Types and Operators.mp4 -


     6. Tasks - Data Types and Operators.srt -


     7. Conditionals.mp4 -


     7. Conditionals.srt -


     7.1 Conditionals.html -


     8. All about for loops.mp4 -


     8. All about for loops.srt -


     8.1 All about for Loops.html -


     9. Running os commands.mp4 -


     9. Running os commands.srt -


     9.1 Running OS Commands.html -


     1. Predefined Functions - Introduction.mp4 -


     1. Predefined Functions - Introduction.srt -


     2. Overview of Predefined Functions.mp4 -


     2. Overview of Predefined Functions.srt -


     2.1 Overview of Pre-defined Functions.html -


     3. Numeric Functions.mp4 -


     3. Numeric Functions.srt -


     3.1 Numeric Functions.html -


     4. Overview of Strings.mp4 -


     4. Overview of Strings.srt -


     4.1 Overview of Strings.html -


     5. String Manipulation Functions.mp4 -


     5. String Manipulation Functions.srt -


     5.1 String Manipulation Functions.html -


     6. Formatting Strings.mp4 -


     6. Formatting Strings.srt -


     6.1 Formatting Strings.html -


     7. Print and Input Functions.mp4 -


     7. Print and Input Functions.srt -


     7.1 Print and Input Functions.html -


     8. Date Manipulation Functions.mp4 -


     8. Date Manipulation Functions.srt -


     8.1 Date Manipulation Functions.html -


     9. Exercises - Predefined Functions in Python.mp4 -


     9. Exercises - Predefined Functions in Python.srt -


     [Tutorialsplanet.NET].url -


     1. User Defined Functions - Introduction.mp4 -


     1. User Defined Functions - Introduction.srt -


     1.1 User Defined Functions.html -


     10. Lambda Functions.mp4 -


     10. Lambda Functions.srt -


     10.1 Lambda Functions.html -


     11. Usage of Lambda Functions.mp4 -


     11. Usage of Lambda Functions.srt -


     11.1 Usage of Lambda Functions.html -


     12. Exercise - User Defined Functions.mp4 -


     12. Exercise - User Defined Functions.srt -


     12.1 Exercise - User Defined Functions.html -


     2. Defining Functions.mp4 -


     2. Defining Functions.srt -


     2.1 Defining Functions.html -


     3. Doc Strings.mp4 -


     3. Doc Strings.srt -


     3.1 Doc Strings.html -


     4. Returning Variables.mp4 -


     4. Returning Variables.srt -


     4.1 Returning Values.html -


     5. Function Parameters and Arguments.mp4 -


     5. Function Parameters and Arguments.srt -


     5.1 Function Parameters and Arguments.html -


     6. Varying Arguments.mp4 -


     6. Varying Arguments.srt -


     6.1 Varying Arguments.html -


     7. Keyword Arguments.mp4 -


     7. Keyword Arguments.srt -


     7.1 Keyword Arguments.html -


     8. Recap of User Defined Functions.mp4 -


     8. Recap of User Defined Functions.srt -


     8.1 Recap of User Defined Functions.html -


     9. Passing Functions as Arguments.mp4 -


     9. Passing Functions as Arguments.srt -


     9.1 Passing Functions as Arguments.html -


     1. Overview of Collections - list and set - Introduction.mp4 -


     1. Overview of Collections - list and set - Introduction.srt -


     10. Validating sets.mp4 -


     10. Validating sets.srt -


     10.1 Validating set.html -


     11. list and set - Usage.mp4 -


     11. list and set - Usage.srt -


     11.1 list and set - Usage.html -


     12. Exercises - Basic Operations on list and.mp4 -


     12. Exercises - Basic Operations on list and.srt -


     13. List of Delimited Strings.mp4 -


     13. List of Delimited Strings.srt -


     14. Sorting data in lists and tuples.mp4 -


     14. Sorting data in lists and tuples.srt -


     15. Sorting list of Delimited Strings.mp4 -


     15. Sorting list of Delimited Strings.srt -


     16. Exercises - Sorting lists and sets.mp4 -


     16. Exercises - Sorting lists and sets.srt -


     2. Overview of list and set.mp4 -


     2. Overview of list and set.srt -


     2.1 Overview of list and set.html -


     3. Common Operations.mp4 -


     3. Common Operations.srt -


     3.1 Common Operations.html -


     4. Accessing elements from list.mp4 -


     4. Accessing elements from list.srt -


     4.1 Accessing Elements from list.html -


     5. Adding elements to list.mp4 -


     5. Adding elements to list.srt -


     5.1 Adding Elements to list.html -


     6. Updating and Deleting elements -list.mp4 -


     6. Updating and Deleting elements -list.srt -


     7. Other list operations.mp4 -


     7. Other list operations.srt -


     7.1 Other list operations.html -


     8. Adding and Deleting elements - set.mp4 -


     8. Adding and Deleting elements - set.srt -


     8.1 Adding and Deleting elements - set.html -


     9. Typical set operations.mp4 -


     9. Typical set operations.srt -


     9.1 Typical set operations.html -


     1. Manipulating Collections using loops - Introduction.mp4 -


     1. Manipulating Collections using loops - Introduction.srt -


     10. Process dict values.mp4 -


     10. Process dict values.srt -


     11. Processing dict items.mp4 -


     11. Processing dict items.srt -


     12. Sorting dict items.mp4 -


     12. Sorting dict items.srt -


     13. Exercises - Overview of Collections - dict and set.mp4 -


     13. Exercises - Overview of Collections - dict and set.srt -


     2. Overview of dict and tuple.mp4 -


     2. Overview of dict and tuple.srt -


     2.1 Overview of dict and tuple.html -


     3. Common Operations - dict and tuple.mp4 -


     3. Common Operations - dict and tuple.srt -


     3.1 Common Operations.html -


     4. Accessing Elements - tuples.mp4 -


     4. Accessing Elements - tuples.srt -


     4.1 Accessing Elements - tuples.html -


     5. Accessing Elements - dict.mp4 -


     5. Accessing Elements - dict.srt -


     5.1 Accessing Elements - dict.html -


     6. Manipulating dict.mp4 -


     6. Manipulating dict.srt -


     6.1 Manipulating dict.html -


     7. Common Examples - dict.mp4 -


     7. Common Examples - dict.srt -


     7.1 Common Examples - dict.html -


     8. List of Tuples.mp4 -


     8. List of Tuples.srt -


     8.1 List of tuples.html -


     9. List of dicts.mp4 -


     9. List of dicts.srt -


     9.1 List of dicts.html -


     1. Getting Started with Cloud9.mp4 -


     1. Getting Started with Cloud9.srt -


     10. [Commands] Setup Jupyter Lab on Cloud9.html -


     2. Creating Cloud9 Environment.mp4 -


     2. Creating Cloud9 Environment.srt -


     3. Warming up with Cloud9 IDE.mp4 -


     3. Warming up with Cloud9 IDE.srt -


     4. Details about material to setup postgres database using docker.mp4 -


     4. Details about material to setup postgres database using docker.srt -


     5. Overview of EC2 related to Cloud9.mp4 -


     5. Overview of EC2 related to Cloud9.srt -


     6. Opening ports for Cloud9 Instance.mp4 -


     6. Opening ports for Cloud9 Instance.srt -


     7. Associating Elastic IPs to Cloud9 Instance.mp4 -


     7. Associating Elastic IPs to Cloud9 Instance.srt -


     8. Increase EBS Volume Size of Cloud9 Instance.mp4 -


     8. Increase EBS Volume Size of Cloud9 Instance.srt -


     9. Setup Jupyter Lab on Cloud9.mp4 -


     9. Setup Jupyter Lab on Cloud9.srt -


     [Tutorialsplanet.NET].url -


     1. Manipulating Collections using loops - Introduction.mp4 -


     1. Manipulating Collections using loops - Introduction.srt -


     10. Overview of Grouped Aggregations.mp4 -


     10. Overview of Grouped Aggregations.srt -


     11. Get Order Count by Status.mp4 -


     11. Get Order Count by Status.srt -


     12. Get Revenue Details per Order.mp4 -


     12. Get Revenue Details per Order.srt -


     13. Get Order Count by Month.mp4 -


     13. Get Order Count by Month.srt -


     14. Joining Data Sets.mp4 -


     14. Joining Data Sets.srt -


     14.1 Joining Data Sets.html -


     15. Manipulate Collections using Comprehensions.mp4 -


     15. Manipulate Collections using Comprehensions.srt -


     16. List Comprehensions using Python.mp4 -


     16. List Comprehensions using Python.srt -


     17. Set Comprehensions using Python.mp4 -


     17. Set Comprehensions using Python.srt -


     18. Dict Comprehensions in Python.mp4 -


     18. Dict Comprehensions in Python.srt -


     19. Limitations of using loops.mp4 -


     19. Limitations of using loops.srt -


     19.1 Limitations of using Loops.html -


     2. Reading Files into Collections.mp4 -


     2. Reading Files into Collections.srt -


     2.1 Reading files into collections.html -


     20. Exercises - Manipulating Collections using loops.mp4 -


     20. Exercises - Manipulating Collections using loops.srt -


     3. Overview of Standard Transformations.mp4 -


     3. Overview of Standard Transformations.srt -


     3.1 Overview of Standard Transformations.html -


     4. Row Level Transformations.mp4 -


     4. Row Level Transformations.srt -


     4.1 Row level transformations.html -


     5. Getting Unique Elements.mp4 -


     5. Getting Unique Elements.srt -


     5.1 Getting unique elements.html -


     6. Filtering Data.mp4 -


     6. Filtering Data.srt -


     6.1 Filtering Data.html -


     7. Preparing Data Sets.mp4 -


     7. Preparing Data Sets.srt -


     7.1 Preparing Data Sets.html -


     8. Quick recap of dict operations.mp4 -


     8. Quick recap of dict operations.srt -


     8.1 Quick Recap of Dict Operations.html -


     9. Performing Total Aggregations.mp4 -


     9. Performing Total Aggregations.srt -


     9.1 Performing Total Aggregations.html -


     1. Develop myFilter.mp4 -


     1. Develop myFilter.srt -


     10. Validate myJoin Function.mp4 -


     10. Validate myJoin Function.srt -


     11. Exercises - Development of Map Reduce APIs.mp4 -


     11. Exercises - Development of Map Reduce APIs.srt -


     2. Validate myFilter.mp4 -


     2. Validate myFilter.srt -


     3. Develop myMap Function.mp4 -


     3. Develop myMap Function.srt -


     4. Validate myMap Function.mp4 -


     4. Validate myMap Function.srt -


     5. Develop myReduce Function.mp4 -


     5. Develop myReduce Function.srt -


     6. Validate myReduce Function.mp4 -


     6. Validate myReduce Function.srt -


     7. Develop myReduceByKey Function.mp4 -


     7. Develop myReduceByKey Function.srt -


     8. Validate myReduceByKey Function.mp4 -


     8. Validate myReduceByKey Function.srt -


     9. Develop myJoin Function.mp4 -


     9. Develop myJoin Function.srt -


     1. Preparing Data Sets.mp4 -


     1. Preparing Data Sets.srt -


     10. Cumulative Operations using itertools.mp4 -


     10. Cumulative Operations using itertools.srt -


     11. Using itertools starmap.mp4 -


     11. Using itertools starmap.srt -


     12. Overview of itertools groupby.mp4 -


     12. Overview of itertools groupby.srt -


     13. Get order count by status using itertools groupby.mp4 -


     13. Get order count by status using itertools groupby.srt -


     14. Get revenue per order using itertools groupby.mp4 -


     14. Get revenue per order using itertools groupby.srt -


     15. Limitations of Map Reduce Libraries.mp4 -


     15. Limitations of Map Reduce Libraries.srt -


     16. Exercises - Understanding Map Reduce Libraries.mp4 -


     16. Exercises - Understanding Map Reduce Libraries.srt -


     2. Filtering Data using filter.mp4 -


     2. Filtering Data using filter.srt -


     3. Projecting data using map.mp4 -


     3. Projecting data using map.srt -


     4. Row Level Transformations using map.mp4 -


     4. Row Level Transformations using map.srt -


     5. Aggregations using reduce.mp4 -


     5. Aggregations using reduce.srt -


     6. Get Revenue for a given product id.mp4 -


     6. Get Revenue for a given product id.srt -


     7. Get total items sold and revenue for a product.mp4 -


     7. Get total items sold and revenue for a product.srt -


     8. Get total commission amount.mp4 -


     8. Get total commission amount.srt -


     9. Overview of itertools.mp4 -


     9. Overview of itertools.srt -


     1. Basics of File IO using Python - Introduction.mp4 -


     1. Basics of File IO using Python - Introduction.srt -


     10. Read csv into list of strings.mp4 -


     10. Read csv into list of strings.srt -


     11. Writing Strings to file in Append Mode.mp4 -


     11. Writing Strings to file in Append Mode.srt -


     12. Managing Files and Folders using Python.mp4 -


     12. Managing Files and Folders using Python.srt -


     2. Overview of File IO.mp4 -


     2. Overview of File IO.srt -


     3. Folders and Files.mp4 -


     3. Folders and Files.srt -


     4. File Paths and Names.mp4 -


     4. File Paths and Names.srt -


     5. Overview of Retail Data.mp4 -


     5. Overview of Retail Data.srt -


     6. Read text file into string.mp4 -


     6. Read text file into string.srt -


     7. Write string to text file.mp4 -


     7. Write string to text file.srt -


     8. Overview of modes to write into files.mp4 -


     8. Overview of modes to write into files.srt -


     9. Overview of Delimited Strings.mp4 -


     9. Overview of Delimited Strings.srt -


     1. Delimited Files and Collections.mp4 -


     1. Delimited Files and Collections.srt -


     10. Apply Schema on lists from files.mp4 -


     10. Apply Schema on lists from files.srt -


     2. Overview of Delimited Text Files.mp4 -


     2. Overview of Delimited Text Files.srt -


     3. Recap of basic file IO.mp4 -


     3. Recap of basic file IO.srt -


     4. Read Delimited files into list of tuples.mp4 -


     4. Read Delimited files into list of tuples.srt -


     5. Write Delimited Strings into files.mp4 -


     5. Write Delimited Strings into files.srt -


     6. Overview of CSV Module.mp4 -


     6. Overview of CSV Module.srt -


     7. Read Delimited data using CSV.mp4 -


     7. Read Delimited data using CSV.srt -


     8. Writing iterables to files using csv.mp4 -


     8. Writing iterables to files using csv.srt -


     9. Advantages of using csv module.mp4 -


     9. Advantages of using csv module.srt -


     1. Overview of Pandas Libraries.mp4 -


     1. Overview of Pandas Libraries.srt -


     10. Writing Data Frames to Files.mp4 -


     10. Writing Data Frames to Files.srt -


     10.1 Writing Data Frames to Files.html -


     11. Joining Data Frames.mp4 -


     11. Joining Data Frames.srt -


     11.1 Joining Data Frames.html -


     2. Pandas Data Structures.mp4 -


     2. Pandas Data Structures.srt -


     2.1 Pandas Data Structures – Overview.html -


     3. Overview of series.mp4 -


     3. Overview of series.srt -


     3.1 Overview of Series.html -


     4. Creating Data Frames from lists.mp4 -


     4. Creating Data Frames from lists.srt -


     4.1 Creating Data Frames from lists.html -


     5. Data Frames - Basic Operations.mp4 -


     5. Data Frames - Basic Operations.srt -


     5.1 Data Frames - Basic Operations.html -


     6. CSV to Pandas Data Frames.mp4 -


     6. CSV to Pandas Data Frames.srt -


     6.1 CSV to Pandas Data Frame.html -


     7. Projecting and Filtering.mp4 -


     7. Projecting and Filtering.srt -


     7.1 Projecting and Filtering.html -


     8. Performing Total Aggregations.mp4 -


     8. Performing Total Aggregations.srt -


     8.1 Performing Total Aggregations.html -


     9. Performing Grouped Aggregations.mp4 -


     9. Performing Grouped Aggregations.srt -


     9.1 Performing Grouped Aggregations.html -


     1. Database Operations - CRUD Operations - Introduction.mp4 -


     1. Database Operations - CRUD Operations - Introduction.srt -


     10. Querying Data From Table.mp4 -


     10. Querying Data From Table.srt -


     10.1 Querying Data From Table.html -


     11. Recap - CRUD Operations.mp4 -


     11. Recap - CRUD Operations.srt -


     11.1 Recap - CRUD Operations.html -


     2. Overview of Database Programming.mp4 -


     2. Overview of Database Programming.srt -


     2.1 Overview of Database Programming.html -


     3. Recap of RDBMS Concepts.mp4 -


     3. Recap of RDBMS Concepts.srt -


     3.1 Recap of RDBMS Concepts.html -


     4. Setup Database Client Libraries.mp4 -


     4. Setup Database Client Libraries.srt -


     4.1 Setup Database Client Libraries.html -


     5. Function Get Database Connection.mp4 -


     5. Function Get Database Connection.srt -


     5.1 Function - Get Database Connection.html -


     6. Create Database Table.mp4 -


     6. Create Database Table.srt -


     6.1 Creating Database Table.html -


     7. Inserting Data into Table.mp4 -


     7. Inserting Data into Table.srt -


     7.1 Inserting Data into Table.html -


     8. Updating Existing Table Data.mp4 -


     8. Updating Existing Table Data.srt -


     8.1 Update Existing Table Data.html -


     9. Deleting Data From Table.mp4 -


     9. Deleting Data From Table.srt -


     9.1 Deleting Data from Table.html -


     1. Database Programming - Batch Operations - Introduction.mp4 -


     1. Database Programming - Batch Operations - Introduction.srt -


     2. Recap of Insert.mp4 -


     2. Recap of Insert.srt -


     2.1 Recap of Insert.html -


     3. Preparing Database.mp4 -


     3. Preparing Database.srt -


     3.1 Preparing Database.html -


     4. Reading Data From File.mp4 -


     4. Reading Data From File.srt -


     4.1 Reading Data from File.html -


     5. Batch Loading of Data.mp4 -


     5. Batch Loading of Data.srt -


     6. Best Practices Batch Loading.mp4 -


     6. Best Practices Batch Loading.srt -


     1. Processing JSON Data - Introduction.mp4 -


     1. Processing JSON Data - Introduction.srt -


     10. Common Use Cases for JSON.mp4 -


     10. Common Use Cases for JSON.srt -


     11. Write to JSON files using json module.mp4 -


     11. Write to JSON files using json module.srt -


     12. Write to JSON files using pandas.mp4 -


     12. Write to JSON files using pandas.srt -


     2. Overview of JSON.mp4 -


     2. Overview of JSON.srt -


     3. JSON Data Types.mp4 -


     3. JSON Data Types.srt -


     4. Create JSON String.mp4 -


     4. Create JSON String.srt -


     5. Process JSON String.mp4 -


     5. Process JSON String.srt -


     6. Single JSON Document in Files.mp4 -


     6. Single JSON Document in Files.srt -


     7. Multiple JSON Documents in files.mp4 -


     7. Multiple JSON Documents in files.srt -


     8. Process JSON using Pandas.mp4 -


     8. Process JSON using Pandas.srt -


     9. Different JSON Formats supported by Pandas.mp4 -


     9. Different JSON Formats supported by Pandas.srt -


     1. Overview of REST APIs.mp4 -


     1. Overview of REST APIs.srt -


     2. Using curl command.mp4 -


     2. Using curl command.srt -


     3. Overview of Postman.mp4 -


     3. Overview of Postman.srt -


     4. Getting Started with requests.mp4 -


     4. Getting Started with requests.srt -


     5. Convert REST Payload to Python Objects.mp4 -


     5. Convert REST Payload to Python Objects.srt -


     6. Process REST Payload using Collection Operations.mp4 -


     6. Process REST Payload using Collection Operations.srt -


     7. Process REST Payload using Pandas.mp4 -


     7. Process REST Payload using Pandas.srt -


     1. Signing up for GCP.mp4 -


     1. Signing up for GCP.srt -


     1.1 Signing up for GCP.html -


     2. Overview of GCP Web Console.mp4 -


     2. Overview of GCP Web Console.srt -


     2.1 Understanding GCP Web Console.html -


     3. Overview of GCP Pricing.mp4 -


     3. Overview of GCP Pricing.srt -


     3.1 Overview of GCP Pricing.html -


     4. Provision Ubuntu VM from GCP.mp4 -


     4. Provision Ubuntu VM from GCP.srt -


     4.1 Provision Ubuntu 18.04 Virtual Machine.html -


     5. Setup Docker.mp4 -


     5. Setup Docker.srt -


     5.1 Setup Docker.html -


     6. Validating Python.mp4 -


     6. Validating Python.srt -


     6.1 Validating Python.html -


     7. Setup Jupyter Lab.mp4 -


     7. Setup Jupyter Lab.srt -


     7.1 Setup Jupyter Lab.html -


     1. Introduction to Python Virtual Environments.mp4 -


     1. Introduction to Python Virtual Environments.srt -


     10. Define requirements file for Web Application.mp4 -


     10. Define requirements file for Web Application.srt -


     11. Install Dependencies using requirements file for Web Application.mp4 -


     11. Install Dependencies using requirements file for Web Application.srt -


     12. Create Virtual Environment for Data Engineering Application.mp4 -


     12. Create Virtual Environment for Data Engineering Application.srt -


     13. Install Dependencies for Data Engineering Application.mp4 -


     13. Install Dependencies for Data Engineering Application.srt -


     14. Install Dependencies for Data Engineering Application using Python 3.6.mp4 -


     14. Install Dependencies for Data Engineering Application using Python 3.6.srt -


     15. Validate Python and Package Compatibility and Install Python 3.6.mp4 -


     15. Validate Python and Package Compatibility and Install Python 3.6.srt -


     16. Conclusion about understanding Python Virtual Environments.mp4 -


     16. Conclusion about understanding Python Virtual Environments.srt -


     2. Validating Python Versions.mp4 -


     2. Validating Python Versions.srt -


     3. Create Virtual Environment for Web Application.mp4 -


     3. Create Virtual Environment for Web Application.srt -


     4. Reviewing dependencies installed in Virtual Environment.mp4 -


     4. Reviewing dependencies installed in Virtual Environment.srt -


     5. Installing Dependencies for Web Application using pip.mp4 -


     5. Installing Dependencies for Web Application using pip.srt -


     6. Getting Details about installed packages using pip.mp4 -


     6. Getting Details about installed packages using pip.srt -


     7. Uninstall Packages using pip.mp4 -


     7. Uninstall Packages using pip.srt -


     8. Cleanup Python Virtual Environment.mp4 -


     8. Cleanup Python Virtual Environment.srt -


     9. Recreate and Activate Virtual Environment for Web Application.mp4 -


     9. Recreate and Activate Virtual Environment for Web Application.srt -


     [Tutorialsplanet.NET].url -


     1. Introduction to Pycharm for Python Application Development.mp4 -


     1. Introduction to Pycharm for Python Application Development.srt -


     10. Overview of Pycharm Integrated Terminal.mp4 -


     10. Overview of Pycharm Integrated Terminal.srt -


     11. Overview of Pycharm Integrated Terminal on Mac.mp4 -


     11. Overview of Pycharm Integrated Terminal on Mac.srt -


     12. Overview of Run Time Arguments for Python Applications.mp4 -


     12. Overview of Run Time Arguments for Python Applications.srt -


     13. Passing Run Time Arguments using Pycharm.mp4 -


     13. Passing Run Time Arguments using Pycharm.srt -


     2. Installation of Pycharm on Windows.mp4 -


     2. Installation of Pycharm on Windows.srt -


     3. Installation of Pycharm on Mac.mp4 -


     3. Installation of Pycharm on Mac.srt -


     4. Setup Getting Started Project using Pycharm.mp4 -


     4. Setup Getting Started Project using Pycharm.srt -


     5. Setup Getting Started Project using Pycharm on Mac.mp4 -


     5. Setup Getting Started Project using Pycharm on Mac.srt -


     6. Setup de-demo project using Pycharm.mp4 -


     6. Setup de-demo project using Pycharm.srt -


     7. Accessing Setting in Pycharm and Changing Font Size.mp4 -


     7. Accessing Setting in Pycharm and Changing Font Size.srt -


     8. Accessing Setting in Pycharm and Changing Font Size on Mac.mp4 -


     8. Accessing Setting in Pycharm and Changing Font Size on Mac.srt -


     9. Install Python Packages using Pycharm.mp4 -


     9. Install Python Packages using Pycharm.srt -


     1. Introduction to Getting Started for Data copier.mp4 -


     1. Introduction to Getting Started for Data copier.srt -


     1.1 Introduction to Getting Started for Data copier.html -


     10. Setup Project using Pycharm.mp4 -


     10. Setup Project using Pycharm.srt -


     10.1 Setup Project using Pycharm.html -


     11. Managing Dependencies for the project.mp4 -


     11. Managing Dependencies for the project.srt -


     11.1 Managing Dependencies for the project.html -


     12. Create GitHub Project.mp4 -


     12. Create GitHub Project.srt -


     12.1 Create GitHub Project.html -


     2. Problem Statement - Data Copier.mp4 -


     2. Problem Statement - Data Copier.srt -


     2.1 Problem Statement - Data Copier.html -


     3. Create Working Directory for the Project.mp4 -


     3. Create Working Directory for the Project.srt -


     4. Setup Docker on Windows 10 Pro.mp4 -


     4. Setup Docker on Windows 10 Pro.srt -


     4.1 Setup Docker.html -


     5. Quick Overview of Docker.mp4 -


     5. Quick Overview of Docker.srt -


     5.1 Quick Overview of Docker.html -


     6. Prepare Dataset.mp4 -


     6. Prepare Dataset.srt -


     6.1 Prepare Dataset.html -


     7. Create Postgres Container.mp4 -


     7. Create Postgres Container.srt -


     7.1 Setup Postgres Database.html -


     8. Setup Postgres Database for development.mp4 -


     8. Setup Postgres Database for development.srt -


     8.1 Setup Postgres Database.html -


     9. Overview of Postgres Database Commands.mp4 -


     9. Overview of Postgres Database Commands.srt -


     9.1 Overview of Postgres Commands.html -


     1. Reading Data using Pandas - Introduction.mp4 -


     1. Reading Data using Pandas - Introduction.srt -


     1.1 Reading Data using Pandas - Introduction.html -


     2. Overview of Retail Data.mp4 -


     2. Overview of Retail Data.srt -


     2.1 Overview of Retail Data.html -


     3. Adding Pandas to the project.mp4 -


     3. Adding Pandas to the project.srt -


     3.1 Adding Pandas to the project.html -


     4. Reading JSON Data using Pandas.mp4 -


     4. Reading JSON Data using Pandas.srt -


     4.1 Reading JSON Data using Pandas.html -


     5. Previewing Data using Pandas.mp4 -


     5. Previewing Data using Pandas.srt -


     5.1 Previewing Data using Pandas.html -


     6. Reading Data in Chunks using Pandas.mp4 -


     6. Reading Data in Chunks using Pandas.srt -


     6.1 Reading Data in Chunks using Pandas.html -


     7. Dynamically read files using os.mp4 -


     7. Dynamically read files using os.srt -


     7.1 Dynamically read files using os.html -


     1. Database Programming using Pandas - Introduction.mp4 -


     1. Database Programming using Pandas - Introduction.srt -


     1.1 Database Programming using Pandas.html -


     10. Drop users table.mp4 -


     10. Drop users table.srt -


     10.1 Dropping users table.html -


     2. Validate Postgres Setup using Docker.mp4 -


     2. Validate Postgres Setup using Docker.srt -


     2.1 Validate Postgres Setup using Docker.html -


     3. Add required dependencies for database programming using pandas.mp4 -


     3. Add required dependencies for database programming using pandas.srt -


     3.1 Add required dependencies.html -


     4. Create users table in retail_db Database.mp4 -


     4. Create users table in retail_db Database.srt -


     4.1 Create users table in retail_db Database.html -


     5. Populating Sample Data into users table.mp4 -


     5. Populating Sample Data into users table.srt -


     5.1 Populating Sample Data into users table.html -


     6. Reading data from table using Pandas.mp4 -


     6. Reading data from table using Pandas.srt -


     6.1 Reading data from table using Pandas.html -


     7. Truncate users table.mp4 -


     7. Truncate users table.srt -


     7.1 Truncate users table.html -


     8. Writing Pandas Dataframe to table.mp4 -


     8. Writing Pandas Dataframe to table.srt -


     8.1 Writing Pandas Dataframe to table.html -


     9. Validating users data.mp4 -


     9. Validating users data.srt -


     9.1 Validating users data.html -


     1. Loading Data from files to tables - Introduction.mp4 -


     1. Loading Data from files to tables - Introduction.srt -


     1.1 Loading Data from files to tables.html -


     2. Populating Departments data into table.mp4 -


     2. Populating Departments data into table.srt -


     2.1 Populating departments table.html -


     3. Validate departments table.mp4 -


     3. Validate departments table.srt -


     3.1 Validate departments table.html -


     4. Populating orders table in chunks.mp4 -


     4. Populating orders table in chunks.srt -


     4.1 Populating orders table.html -


     5. Validate orders table in database.mp4 -


     5. Validate orders table in database.srt -


     5.1 Validate orders table in database.html -


     6. Validate orders table using pandas.mp4 -


     6. Validate orders table using pandas.srt -


     6.1 Validate orders table using Pandas.html -


     [Tutorialsplanet.NET].url -


     1. Overview of main function.mp4 -


     1. Overview of main function.srt -


     1.1 Overview of main function.html -


     10. Validate Integration logic.mp4 -


     10. Validate Integration logic.srt -


     11. Develop logic for multiple tables.mp4 -


     11. Develop logic for multiple tables.srt -


     12. Validate logic for table list as run time argument.mp4 -


     12. Validate logic for table list as run time argument.srt -


     13. Push changes to remote git repository.mp4 -


     13. Push changes to remote git repository.srt -


     2. Overview of Environment Variables.mp4 -


     2. Overview of Environment Variables.srt -


     2.1 Overview of Environment Variables.html -


     3. Using os module for Environment Variables.mp4 -


     3. Using os module for Environment Variables.srt -


     3.1 Using os module for Environment Variables.html -


     4. Passing Environment Variables using Pycharm.mp4 -


     4. Passing Environment Variables using Pycharm.srt -


     4.1 Passing Environment Variables using Pycharm.html -


     5. Read logic using Pandas.mp4 -


     5. Read logic using Pandas.srt -


     5.1 Read logic using Pandas.html -


     6. Validate read logic.mp4 -


     6. Validate read logic.srt -


     7. Write logic using Pandas.mp4 -


     7. Write logic using Pandas.srt -


     8. Validate write logic.mp4 -


     8. Validate write logic.srt -


     9. Integrate read and write logic.mp4 -


     9. Integrate read and write logic.srt -


     1. Dockerizing the application - Introduction.mp4 -


     1. Dockerizing the application - Introduction.srt -


     10. Validate Network Connectivity between Docker Containers.mp4 -


     10. Validate Network Connectivity between Docker Containers.srt -


     11. Running Application from the Docker Container.mp4 -


     11. Running Application from the Docker Container.srt -


     12. Delete Docker Container.mp4 -


     12. Delete Docker Container.srt -


     2. Prepare Database for validation.mp4 -


     2. Prepare Database for validation.srt -


     3. Pull and validate appropriate python image.mp4 -


     3. Pull and validate appropriate python image.srt -


     4. Create and attach network to database container.mp4 -


     4. Create and attach network to database container.srt -


     5. Quick recap about Docker containers.mp4 -


     5. Quick recap about Docker containers.srt -


     6. Deploying application and installing dependencies in the docker container.mp4 -


     6. Deploying application and installing dependencies in the docker container.srt -


     7. Copy source data files into container.mp4 -


     7. Copy source data files into container.srt -


     8. Add Data Copier container to custom network.mp4 -


     8. Add Data Copier container to custom network.srt -


     9. Installing OS libraries as part of Docker container.mp4 -


     9. Installing OS libraries as part of Docker container.srt -


     1. Using Custom Docker Image - Introduction.mp4 -


     1. Using Custom Docker Image - Introduction.srt -


     10. Run application using Docker.mp4 -


     10. Run application using Docker.srt -


     2. Getting started with docker custom image.mp4 -


     2. Getting started with docker custom image.srt -


     3. Install OS Modules in custom docker image.mp4 -


     3. Install OS Modules in custom docker image.srt -


     4. Copying Source Code to Docker Custom Image.mp4 -


     4. Copying Source Code to Docker Custom Image.srt -


     5. Adding dependencies to the custom image.mp4 -


     5. Adding dependencies to the custom image.srt -


     6. Understanding docker custom image build process.mp4 -


     6. Understanding docker custom image build process.srt -


     7. Mounting Data Folders on to Docker Container.mp4 -


     7. Mounting Data Folders on to Docker Container.srt -


     8. Passing Environment Variables to Docker Container.mp4 -


     8. Passing Environment Variables to Docker Container.srt -


     9. Add Data Copier Container to custom network.mp4 -


     9. Add Data Copier Container to custom network.srt -


     1. Deploy and Validate Application on Remote Server - Introduction.mp4 -


     1. Deploy and Validate Application on Remote Server - Introduction.srt -


     10. Run and Validate Dockerized Application.mp4 -


     10. Run and Validate Dockerized Application.srt -


     2. Push Application Changes to GitHub Repository.mp4 -


     2. Push Application Changes to GitHub Repository.srt -


     3. Requirements to deploy application on Virtual Machine.mp4 -


     3. Requirements to deploy application on Virtual Machine.srt -


     4. Clone Application on remote machine.mp4 -


     4. Clone Application on remote machine.srt -


     5. Setup Data Set for Validation.mp4 -


     5. Setup Data Set for Validation.srt -


     6. Setup Network and Database Folder for Database using Docker.mp4 -


     6. Setup Network and Database Folder for Database using Docker.srt -


     7. Setup Docker Container for the Database.mp4 -


     7. Setup Docker Container for the Database.srt -


     8. Setup Database and Tables as part of Docker based Database Server.mp4 -


     8. Setup Database and Tables as part of Docker based Database Server.srt -


     9. Building Custom Docker Image for application.mp4 -


     9. Building Custom Docker Image for application.srt -


     1. Enable telnet on Windows.mp4 -


     1. Enable telnet on Windows.srt -


     10. Setup Web Application and access using private ip.mp4 -


     10. Setup Web Application and access using private ip.srt -


     11. Disable Access to Web Application using Public ip.mp4 -


     11. Disable Access to Web Application using Public ip.srt -


     12. Install sshuttle on Mac using brew.mp4 -


     12. Install sshuttle on Mac using brew.srt -


     13. Access Web Application using Private IP using SSH as proxy.mp4 -


     13. Access Web Application using Private IP using SSH as proxy.srt -


     2. Different IP Address Types.mp4 -


     2. Different IP Address Types.srt -


     3. Port Numbers associated with Applications or Services.mp4 -


     3. Port Numbers associated with Applications or Services.srt -


     4. Reverting port for SSH to default port number.mp4 -


     4. Reverting port for SSH to default port number.srt -


     5. Setup Apache2 on Ubuntu.mp4 -


     5. Setup Apache2 on Ubuntu.srt -


     6. Overview of localhost.mp4 -


     6. Overview of localhost.srt -


     7. Overview of Private IP Address associated with a server.mp4 -


     7. Overview of Private IP Address associated with a server.srt -


     8. Overview of Public IP Address associated with a server.mp4 -


     8. Overview of Public IP Address associated with a server.srt -


     9. Setup Web Application and access using local ip.mp4 -


     9. Setup Web Application and access using local ip.srt -


     1. Introduction to Single Node Hadoop Cluster.mp4 -


     1. Introduction to Single Node Hadoop Cluster.srt -


     2. Setup Prerequisties.mp4 -


     2. Setup Prerequisties.srt -


     3. Setup Password less login.mp4 -


     3. Setup Password less login.srt -


     4. Download and Install Hadoop.mp4 -


     4. Download and Install Hadoop.srt -


     5. Configure Hadoop HDFS.mp4 -


     5. Configure Hadoop HDFS.srt -


     6. Start and Validate HDFS.mp4 -


     6. Start and Validate HDFS.srt -


     7. Configure Hadoop YARN.mp4 -


     7. Configure Hadoop YARN.srt -


     8. Start and Validate YARN.mp4 -


     8. Start and Validate YARN.srt -


     9. Managing Single Node Hadoop.mp4 -


     9. Managing Single Node Hadoop.srt -


     [Tutorialsplanet.NET].url -


     1. Setup Data Sets for Practice.mp4 -


     1. Setup Data Sets for Practice.srt -


     10. Validate Jupyter Lab Setup.mp4 -


     10. Validate Jupyter Lab Setup.srt -


     11. Intergrate Spark 2 with Jupyter Lab.mp4 -


     11. Intergrate Spark 2 with Jupyter Lab.srt -


     12. Download and Install Spark 3.mp4 -


     12. Download and Install Spark 3.srt -


     13. Configure Spark 3.mp4 -


     13. Configure Spark 3.srt -


     14. Validate Spark 3 using CLIs.mp4 -


     14. Validate Spark 3 using CLIs.srt -


     15. Intergrate Spark 3 with Jupyter Lab.mp4 -


     15. Intergrate Spark 3 with Jupyter Lab.srt -


     2. Download and Install Hive.mp4 -


     2. Download and Install Hive.srt -


     3. Setup Database for Hive Metastore.mp4 -


     3. Setup Database for Hive Metastore.srt -


     4. Configure and Setup Hive Metastore.mp4 -


     4. Configure and Setup Hive Metastore.srt -


     5. Launch and Validate Hive.mp4 -


     5. Launch and Validate Hive.srt -


     6. Scripts to Manage Single Node Cluster.mp4 -


     6. Scripts to Manage Single Node Cluster.srt -


     7. Download and Install Spark 2.mp4 -


     7. Download and Install Spark 2.srt -


     8. Configure Spark 2.mp4 -


     8. Configure Spark 2.srt -


     9. Validate Spark 2 using CLIs.mp4 -


     9. Validate Spark 2 using CLIs.srt -


     1. Getting help or usage.mp4 -


     1. Getting help or usage.srt -


     1.1 Getting help or usage.html -


     10. Getting HDFS Storage Usage.mp4 -


     10. Getting HDFS Storage Usage.srt -


     10.1 Getting HDFS Storage Usage.html -


     11. USing HDFS Stat Commands.mp4 -


     11. USing HDFS Stat Commands.srt -


     11.1 Using HDFS Stat Commands.html -


     12. HDFS File Permissions.mp4 -


     12. HDFS File Permissions.srt -


     12.1 HDFS File Permissions.html -


     13. Overriding Properties.mp4 -


     13. Overriding Properties.srt -


     13.1 Overriding Properties.html -


     2. Listing HDFS Files.mp4 -


     2. Listing HDFS Files.srt -


     2.1 Listing HDFS Files.html -


     3. Managing HDFS Directories.mp4 -


     3. Managing HDFS Directories.srt -


     3.1 Managing HDFS Directories.html -


     4. Copying files from local to HDFS.mp4 -


     4. Copying files from local to HDFS.srt -


     4.1 Copying files from local to HDFS.html -


     5. Copying files from HDFS to local.mp4 -


     5. Copying files from HDFS to local.srt -


     5.1 Copying files from HDFS local.html -


     6. Getting Files Metadata.mp4 -


     6. Getting Files Metadata.srt -


     6.1 Getting Files Metadata.html -


     7. Previewing Data in HDFS Files.mp4 -


     7. Previewing Data in HDFS Files.srt -


     7.1 Previewing Data in HDFS Files.html -


     8. HDFS Block Size.mp4 -


     8. HDFS Block Size.srt -


     8.1 HDFS Block Size.html -


     9. HDFS Replication Factor.mp4 -


     9. HDFS Replication Factor.srt -


     9.1 HDFS Replication Factor.html -


     1. Getting Started - Overview.mp4 -


     1. Getting Started - Overview.srt -


     1.1 Getting Started.html -


     10. Role of Spark Metastore or Hive Metastore.mp4 -


     10. Role of Spark Metastore or Hive Metastore.srt -


     10.1 Role of Spark or Hive Metastore.html -


     11. Exercise - Getting Started with Spark SQL.mp4 -


     11. Exercise - Getting Started with Spark SQL.srt -


     11.1 Exercise - Getting Started with Spark SQL.html -


     2. Overview of Spark Documentation.mp4 -


     2. Overview of Spark Documentation.srt -


     2.1 Overview of Spark Documentation.html -


     3. Launching and using Spark SQL CLI.mp4 -


     3. Launching and using Spark SQL CLI.srt -


     3.1 Overview of Spark SQL CLI.html -


     4. Overview of Spark SQL Properties.mp4 -


     4. Overview of Spark SQL Properties.srt -


     4.1 Overview of Spark SQL Properties.html -


     5. Running OS Commands using Spark SQL.mp4 -


     5. Running OS Commands using Spark SQL.srt -


     5.1 Running OS Commands.html -


     6. Understanding Warehouse Directory.mp4 -


     6. Understanding Warehouse Directory.srt -


     6.1 Understanding Warehouse Directory.html -


     7. Managing Spark Metastore Databases.mp4 -


     7. Managing Spark Metastore Databases.srt -


     7.1 Managing Spark Metastore Databases.html -


     8. Managing Spark Metastore Tables.mp4 -


     8. Managing Spark Metastore Tables.srt -


     8.1 Managing Spark Metastore Tables.html -


     9. Retrieve Metadata of Tables.mp4 -


     9. Retrieve Metadata of Tables.srt -


     9.1 Retrieve Metadata of Tables.html -


     1. Basic Transformations - Introduction.mp4 -


     1. Basic Transformations - Introduction.srt -


     1.1 Basic Transformations.html -


     10. Sorting Data.mp4 -


     10. Sorting Data.srt -


     10.1 Sorting Data.html -


     11. Conclusion - Final Solution.mp4 -


     11. Conclusion - Final Solution.srt -


     11.1 Conclusion - Final Solution.html -


     2. Spark SQL - Overview.mp4 -


     2. Spark SQL - Overview.srt -


     2.1 Spark SQL – Overview.html -


     3. Define Problem Statement.mp4 -


     3. Define Problem Statement.srt -


     3.1 Define Problem Statement.html -


     4. Prepare Tables.mp4 -


     4. Prepare Tables.srt -


     4.1 Preparing Tables.html -


     5. Projecting Data.mp4 -


     5. Projecting Data.srt -


     5.1 Projecting Data.html -


     6. Filtering Data.mp4 -


     6. Filtering Data.srt -


     6.1 Filtering Data.html -


     7. Joining Tables - Inner.mp4 -


     7. Joining Tables - Inner.srt -


     7.1 Joining Tables - Inner.html -


     8. Joining Tables - Outer.mp4 -


     8. Joining Tables - Outer.srt -


     8.1 Joining Tables - Outer.html -


     9. Aggregation Data.mp4 -


     9. Aggregation Data.srt -


     9.1 Aggregating Data.html -


     1. Introduction.mp4 -


     1. Introduction.srt -


     1.1 Basic DDL and DML - Introduction.html -


     [Tutorialsplanet.NET].url -


     [Tutorialsplanet.NET].url -

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