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FreeTutorials Us deep learning prerequisites the numpy stack in python

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[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python

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Total Size

255.2 MB

Total Files

31

Hash

A0D8BC4F968E2DF84E5756C66702EF7C131CFCE5

/quizzes/

001 How will you practice what youve learned in this course.html

3.7 KB

/01 Introduction and Outline/

001 Whats this course about How can you succeed What should you know first.mp4

10.5 MB

002 Where to get the code and how to install libraries.mp4

7.0 MB

/02 Numpy/

003 Lists vs. Arrays.mp4

12.4 MB

004 Dot product 1 For loop vs. cosine method vs. dot function.mp4

9.2 MB

005 Dot product 2 Speed comparison.mp4

2.9 MB

006 Vectors and Matrices.mp4

6.7 MB

007 Generating Matrices to Work With.mp4

8.3 MB

008 Matrix Products.mp4

4.6 MB

009 More Matrix Operations.mp4

13.2 MB

010 Solving a Linear System.mp4

4.2 MB

011 Word Problem.mp4

3.1 MB

/03 Pandas/

012 Manual Data Loading.mp4

9.5 MB

013 DataFrames.mp4

7.5 MB

014 More about DataFrames Selecting Rows and Columns.mp4

9.6 MB

015 Even More about DataFrames Column Names.mp4

6.3 MB

016 The apply Function.mp4

5.9 MB

017 Joins.mp4

4.7 MB

/04 Matplotlib/

018 Line Chart.mp4

6.6 MB

019 Scatterplot.mp4

7.4 MB

020 Histogram.mp4

7.7 MB

021 Plotting Images.mp4

15.9 MB

/05 Scipy/

022 Gaussian PDF and CDF.mp4

8.8 MB

023 Sampling from a Gaussian Distribution 1-D.mp4

5.1 MB

024 Sampling from a Gaussian Distribution Spherical and Axis-aligned Elliptical.mp4

10.1 MB

025 Sampling from a General Multivariate Normal.mp4

5.9 MB

026 Other Interesting Scipy Functions.mp4

11.6 MB

/06 Appendix/

027 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4

46.0 MB

028 Where to get Udemy coupons and FREE deep learning material.mp4

4.2 MB

/

[FreeTutorials.Us].txt

0.1 KB

Freetutorials.Us.url

0.1 KB

 

Total files 31


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