Udemy - data-science-and-machine-learning-with-python-hands-on
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| Torrent Size : | 3.07 GB |
Udemy - data-science-and-machine-learning-with-python-hands-on
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Torrent File Content (181 files)
[FreeTutorials.Us] Udemy - data-science-and-machine-learning-with-python-hands-on
01 Getting Started
001 Introduction.mp4 -
01 Getting Started
001 Introduction.mp4 -
27.73 MB
001 Introduction-subtitle-en.srt -
4.91 KB
002 [Activity] Getting What You Need.mp4 -
9.52 MB
002 [Activity] Getting What You Need-subtitle-en.srt -
4.78 KB
003 [Activity] Installing Enthought Canopy.mp4 -
40.51 MB
003 [Activity] Installing Enthought Canopy-subtitle-en.srt -
9.49 KB
004 Python Basics_ Part 1.mp4 -
43.97 MB
004 Python Basics_ Part 1-subtitle-en.srt -
33.73 KB
005 [Activity] Python Basics_ Part 2.mp4 -
28.46 MB
005 [Activity] Python Basics_ Part 2-subtitle-en.srt -
19.86 KB
006 Running Python Scripts.mp4 -
21.57 MB
006 Running Python Scripts-subtitle-en.srt -
8.57 KB
007 Introducing the Pandas Library.mp4 -
43.34 MB
007 Introducing the Pandas Library-subtitle-en.srt -
18 KB
external_links.txt -
146 bytes
02 Statistics and Probability Refresher_ and Python Practise
008 Types of Data.mp4 -
008 Types of Data.mp4 -
34.11 MB
008 Types of Data-subtitle-en.srt -
15.42 KB
009 Mean_ Median_ Mode.mp4 -
28.17 MB
009 Mean_ Median_ Mode-subtitle-en.srt -
12.32 KB
010 [Activity] Using mean_ median_ and mode in Python.mp4 -
38.99 MB
010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt -
17.35 KB
011 [Activity] Variation and Standard Deviation.mp4 -
45.62 MB
011 [Activity] Variation and Standard Deviation-subtitle-en.srt -
24.46 KB
012 Probability Density Function; Probability Mass Function.mp4 -
12.35 MB
012 Probability Density Function; Probability Mass Function-subtitle-en.srt -
7.26 KB
013 Common Data Distributions.mp4 -
27.67 MB
013 Common Data Distributions-subtitle-en.srt -
15.28 KB
014 [Activity] Percentiles and Moments.mp4 -
42.98 MB
014 [Activity] Percentiles and Moments-subtitle-en.srt -
26.79 KB
015 [Activity] A Crash Course in matplotlib.mp4 -
49.28 MB
015 [Activity] A Crash Course in matplotlib-subtitle-en.srt -
27.09 KB
016 [Activity] Covariance and Correlation.mp4 -
49.78 MB
016 [Activity] Covariance and Correlation-subtitle-en.srt -
24.57 KB
017 [Exercise] Conditional Probability.mp4 -
49.55 MB
017 [Exercise] Conditional Probability-subtitle-en.srt -
24.47 KB
018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4 -
14.09 MB
018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt -
4.67 KB
019 Bayes' Theorem.mp4 -
30.13 MB
019 Bayes' Theorem-subtitle-en.srt -
10.95 KB
03 Predictive Models
020 [Activity] Linear Regression.mp4 -
020 [Activity] Linear Regression.mp4 -
32.97 MB
020 [Activity] Linear Regression-subtitle-en.srt -
24.32 KB
021 [Activity] Polynomial Regression.mp4 -
29.78 MB
021 [Activity] Polynomial Regression-subtitle-en.srt -
16.71 KB
022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 -
49.97 MB
022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt -
23.76 KB
023 Multi-Level Models.mp4 -
23.66 MB
023 Multi-Level Models-subtitle-en.srt -
10.17 KB
04 Machine Learning with Python
024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 -
024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 -
47.8 MB
024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt -
19.85 KB
025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4 -
22.02 MB
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