Udemy Python for AI and Machine Learning From Beginner to Pro

Udemy Python for AI and Machine Learning From Beginner to Pro
     Get Bonus Downloads Here.url -


     1 -Welcome and course overview.mp4 -


     2 -What is Artificial Intelligence.mp4 -


     3 -What is Machine Learning.mp4 -


     4 -Why Python is the Top Choice for AI & Machine Learning.mp4 -


     5 -3.pdf -


     5 -Install Python through Miniconda.url -


     5 -Setting up Python.mp4 -


     6 -Create environments and install packages.url -


     6 -Setting up your Python environment for AIML.mp4 -


     7 -Install and Run Jupyter notebook.txt -


     7 -Installing and Running Jupyter Notebook.mp4 -


     1 -Detecting and Counting Plants Using Computer Vision Techniques.ipynb -


     1 -Detecting and Counting Plants Using Computer Vision Techniques.mp4 -


     1 -Comprehensive Guide to Machine Learning, and Data Processing, Part 1.mp4 -


     1 -Geospatial_analysis_project_organised_new 29_7_2024.ipynb -


     2 -Comprehensive Guide to Machine Learning, and Data Processing, Part 2.mp4 -


     3 -Comprehensive Guide to Machine Learning, and Data Processing, Part 3.mp4 -


     4 -Comprehensive Guide to Machine Learning, and Data Processing, Part 4.mp4 -


     5 -Comprehensive Guide to Machine Learning, and Data Processing, Part 5.mp4 -


     1 - Further Reading and Tutorials.html -


     1 -Python basics Variables, data types, and operators.mp4 -


     1 -Types of data in Python.ipynb -


     2 -Control Flow in Python.ipynb -


     2 -Control flow If statements, loops, and exceptions.mp4 -


     3 -Functions in Python.mp4 -


     3 -Functions.url -


     3 -Functions_in_Python.ipybn -


     4 -Modules in Python.ipynb -


     4 -Modules in Python.mp4 -


     4 -Modules in Python.url -


     5 -Working with lists, dictionaries, and sets for data processing.mp4 -


     1 -Introduction to NumPy for numerical computing.mp4 -


     1 -NumPy+Python+for+Researchers.ipynb -


     2 -File Handling in Python.mp4 -


     2 -File handling in Python.md -


     3 -Directory+and+path.ipynb -


     3 -Managing Directories in Python.mp4 -


     4 - Data manipulation with Pandas DataFrames, filtering, and merging.html -


     1 -Creating plots with Matplotlib Line, scatter, and bar charts.mp4 -


     1 -Plotting in Python.ipynb -


     1 -london_borough_profiles1.csv -


     1 -myPub.csv -


     1 -sar_data.csv -


     2 -Advanced visualizations with Seaborn Heatmaps, pair plots, and box plots.mp4 -


     3 - Customizing plots for presentations and reports.html -


     3 - Visualizing ML model performance (e.g., confusion matrices, ROC curves).html -


     1 -Advanced Machine Learning Techniques for Classifying Synthetic Data.mp4 -


     1 -Comparison of Different ML Classifiers on Synthetic Dataset.url -


     1 -CNNs_LULC_Classification_EuroSAT_Azad_Rasul.ipynb -


     1 -Convolutional neural network (CNN) with PyTorch for image classification.mp4 -


     2 -Step-by-Step Guide to GPU Setup for Machine Learning & Deep Learning!.url -


     2 -Using GPUs for faster training.mp4 -


     1 -Introduction to colab.pdf -


     1 -Setting up Google Colab for AIML projects.mp4 -


     1 -Building a Machine Learning Model for Crop Health Analysis.mp4 -


     1 -Crop Health Using RS data and Neural Networks.ipynb -


     1 -AQI in India AR.ipynb -


     1 -Air Quality Monitoring in India A Python and ML Case Study Part 1.mp4 -


     2 -Air Quality Monitoring in India A Python and ML Case Study Part 2.mp4 -


     3 -Air Quality Monitoring in India A Python and ML Case Study Part 3.mp4 -


     4 -Air Quality Monitoring in India A Python and ML Case Study Part 4.mp4 -


     data.csv -


     Dem_Erbil.tif -


     DrnMppr-DEM-AOI.tif -


     DrnMppr-DTM-AOI.tif -


     DrnMppr-ORT-AOI.tif -


     NDWI_Annual_2014_Dukan.tif -


     NDWI_Annual_2015_Dukan.tif -


     NDWI_Annual_2016_Dukan.tif -


     NDWI_Annual_2017_Dukan.tif -


     NDWI_Annual_2018_Dukan.tif -


     NDWI_Annual_2019_Dukan.tif -


     Erbil_Rain.csv -


     LC08_169035_20210909.tif -


     aoi.cpg -


     aoi.dbf -


     aoi.prj -


     aoi.shp -


     aoi.shx -


     dem.tif -


     dtm.tif -


     ortho.tif -


     plant_count.cpg -


     plant_count.dbf -


     plant_count.prj -


     plant_count.shp -


     plant_count.shx -


     plots_1.cpg -


     plots_1.dbf -


     plots_1.prj -


     plots_1.shp -


     plots_1.shx -


     plots_2.dbf -


     plots_2.prj -


     plots_2.shp -


     plots_2.shx -


     Bonus Resources.txt -

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