Data Science Fundamentals


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Torrent Hash : E85C39BE0B25DA0BE68C7F5BFF69130609DFC0D3
Torrent Added : at Oct. 25, 2023, 3:35 p.m. in Other
Torrent Size : 2.7 GB


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Torrent File Content (3 files)


Data Science Fundamentals
     Get Bonus Downloads Here.url -
183 bytes



     001 Introduction.en.srt -
14.2 KB



     001 Introduction.mp4 -
74.8 MB



     001 Section-0.ipynb -
2.1 KB



     001 requirements.txt -
6.6 KB



     001 Data Wrangling.en.srt -
89.1 KB



     001 Data Wrangling.mp4 -
591.7 MB



     002 Data_Wrangling.ipynb -
380.6 KB



     002 single_family_home_values.csv -
1.7 MB



     001 Cluster Analysis.en.srt -
24.5 KB



     001 Cluster Analysis.mp4 -
229.7 MB



     003 ESSdata.csv -
444.0 KB



     003 Section-2.ipynb -
453.4 KB



     001 Classification and regression.en.srt -
27.7 KB



     001 Classification and regression.mp4 -
172.5 MB



     002 Continued classification and regression.en.srt -
20.0 KB



     002 Continued classification and regression.mp4 -
125.9 MB



     001 Association and correlation.en.srt -
16.6 KB



     001 Association and correlation.mp4 -
116.9 MB



     001 Dimensionality reduction.en.srt -
12.7 KB



     001 Dimensionality reduction.mp4 -
85.8 MB



     001 Spark Intro.en.srt -
44.0 KB



     001 Spark Intro.mp4 -
231.8 MB



     002 Spark Key Functions.en.srt -
30.8 KB



     002 Spark Key Functions.mp4 -
186.2 MB



     003 Spark ML Intro.en.srt -
10.6 KB



     003 Spark ML Intro.mp4 -
88.3 MB



     004 ML Pipeline.en.srt -
9.0 KB



     004 ML Pipeline.mp4 -
69.1 MB



     008 AAPL.csv -
1.7 KB



     008 Section_3.1_3.2.ipynb -
61.0 KB



     010 Section 3.3_3.4.ipynb -
16.2 KB



     001 Section 4.1-Text Mining.en.srt -
22.1 KB



     001 Section 4.1-Text Mining.mp4 -
158.2 MB



     002 Network Mining.en.srt -
13.8 KB



     002 Network Mining.mp4 -
106.8 MB



     003 Matrix.en.srt -
9.9 KB



     003 Matrix.mp4 -
61.8 MB



     004 SQL.en.srt -
19.5 KB



     004 SQL.mp4 -
112.6 MB



     012 Section-4.ipynb -
80.1 KB



     012 test.db -
2.2 MB



     001 NLP Data Cleaning.en.srt -
10.0 KB



     001 NLP Data Cleaning.mp4 -
66.6 MB



     002 CountVectorizer_TFIDF.en.srt -
12.8 KB



     002 CountVectorizer_TFIDF.mp4 -
73.2 MB



     003 NLP Example with Spam Data.en.srt -
15.6 KB



     003 NLP Example with Spam Data.mp4 -
92.3 MB



     004 Tweak model with Spam data.en.srt -
7.9 KB



     004 Tweak model with Spam data.mp4 -
54.2 MB



     005 Pipeline with Spam data.en.srt -
7.1 KB



     005 Pipeline with Spam data.mp4 -
46.0 MB



     016 Section-5 .ipynb -
36.4 KB



     001 Course summary challenge.en.srt -
6.4 KB



     001 Course summary challenge.mp4 -
51.9 MB



     021 Section-Summary.ipynb -
1.9 KB



     Bonus Resources.txt -
357 bytes


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