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

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freetutorials deep learning prerequisites numpy stack python

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Files (31)

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

31 files • 243.36 MB

01 Introduction and Outline

3 files • 16.71 MB

quizzes

1 files • 3.65 KB

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

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/01 Introduction and Outline/001 Whats this course about How can you succeed What should you know first.mp4

10.01 MB

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

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/01 Introduction and Outline/002 Where to get the code and how to install libraries.mp4

6.69 MB

02 Numpy

9 files • 61.69 MB

003 Lists vs. Arrays.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/003 Lists vs. Arrays.mp4

11.84 MB

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

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/004 Dot product 1 For loop vs. cosine method vs. dot function.mp4

8.78 MB

005 Dot product 2 Speed comparison.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/005 Dot product 2 Speed comparison.mp4

2.8 MB

006 Vectors and Matrices.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/006 Vectors and Matrices.mp4

6.43 MB

007 Generating Matrices to Work With.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/007 Generating Matrices to Work With.mp4

7.92 MB

008 Matrix Products.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/008 Matrix Products.mp4

4.37 MB

009 More Matrix Operations.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/009 More Matrix Operations.mp4

12.58 MB

010 Solving a Linear System.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/010 Solving a Linear System.mp4

4.04 MB

011 Word Problem.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/02 Numpy/011 Word Problem.mp4

2.93 MB

03 Pandas

6 files • 41.53 MB

012 Manual Data Loading.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/03 Pandas/012 Manual Data Loading.mp4

9.06 MB

013 DataFrames.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/03 Pandas/013 DataFrames.mp4

7.13 MB

014 More about DataFrames Selecting Rows and Columns.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/03 Pandas/014 More about DataFrames Selecting Rows and Columns.mp4

9.17 MB

015 Even More about DataFrames Column Names.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/03 Pandas/015 Even More about DataFrames Column Names.mp4

6.05 MB

016 The apply Function.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/03 Pandas/016 The apply Function.mp4

5.65 MB

017 Joins.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/03 Pandas/017 Joins.mp4

4.46 MB

04 Matplotlib

4 files • 35.82 MB

018 Line Chart.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/04 Matplotlib/018 Line Chart.mp4

6.25 MB

019 Scatterplot.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/04 Matplotlib/019 Scatterplot.mp4

7.04 MB

020 Histogram.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/04 Matplotlib/020 Histogram.mp4

7.35 MB

021 Plotting Images.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/04 Matplotlib/021 Plotting Images.mp4

15.18 MB

05 Scipy

5 files • 39.68 MB

022 Gaussian PDF and CDF.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/05 Scipy/022 Gaussian PDF and CDF.mp4

8.43 MB

023 Sampling from a Gaussian Distribution 1-D.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/05 Scipy/023 Sampling from a Gaussian Distribution 1-D.mp4

4.86 MB

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

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/05 Scipy/024 Sampling from a Gaussian Distribution Spherical and Axis-aligned Elliptical.mp4

9.64 MB

025 Sampling from a General Multivariate Normal.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/05 Scipy/025 Sampling from a General Multivariate Normal.mp4

5.65 MB

026 Other Interesting Scipy Functions.mp4

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/05 Scipy/026 Other Interesting Scipy Functions.mp4

11.1 MB

06 Appendix

2 files • 47.93 MB

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

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/06 Appendix/027 How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4

43.92 MB

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

[FreeTutorials.Us] deep-learning-prerequisites-the-numpy-stack-in-python/06 Appendix/028 Where to get Udemy coupons and FREE deep learning material.mp4

4.02 MB

[FreeTutorials.Us].txt

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

75 Bytes

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