Deep Learning Prerequisites The Numpy Stack in Python


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Deep Learning Prerequisites The Numpy Stack in Python
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Torrent File Content (75 files)


Deep Learning Prerequisites The Numpy Stack in Python
    6. Appendix FAQ
          3. Windows-Focused Environment Setup 2018.mp4 -
186.24 MB

    1. Introduction and Outline
          1. What’s this course about How can you succeed What should you know first.srt -
8.2 KB

          2. Where to get the code (and how to install libraries).mp4 -
7.51 MB

          2. Where to get the code (and how to install libraries).srt -
4.91 KB

          3. How will you practice what you've learned in this course.html -
163 bytes

          4. Python 2 or Python 3.mp4 -
1.82 MB

          4. Python 2 or Python 3.srt -
1.49 KB

    2. Numpy
          1. Lists vs. Arrays.mp4 -
10.66 MB

          1. Lists vs. Arrays.srt -
7.48 KB

          2. Dot product 1 For loop vs. cosine method vs. dot function.mp4 -
8.17 MB

          2. Dot product 1 For loop vs. cosine method vs. dot function.srt -
5.59 KB

          3. Dot product 2 Speed comparison.mp4 -
3.13 MB

          3. Dot product 2 Speed comparison.srt -
1.54 KB

          4. Vectors and Matrices.mp4 -
6.16 MB

          4. Vectors and Matrices.srt -
4.65 KB

          5. Generating Matrices to Work With.mp4 -
6.37 MB

          5. Generating Matrices to Work With.srt -
3.83 KB

          6. Matrix Products.mp4 -
4.41 MB

          6. Matrix Products.srt -
3.26 KB

          7. More Matrix Operations.mp4 -
12.05 MB

          7. More Matrix Operations.srt -
7.75 KB

          8. Solving a Linear System.mp4 -
4.59 MB

          8. Solving a Linear System.srt -
2.88 KB

          9. Word Problem.mp4 -
3.33 MB

          9. Word Problem.srt -
1.62 KB

    3. Pandas
          1. Manual Data Loading.mp4 -
8.13 MB

          1. Manual Data Loading.srt -
5.64 KB

          2. DataFrames.mp4 -
6.95 MB

          2. DataFrames.srt -
4.33 KB

          3. More about DataFrames Selecting Rows and Columns.mp4 -
8.23 MB

          3. More about DataFrames Selecting Rows and Columns.srt -
5.33 KB

          4. Even More about DataFrames Column Names.mp4 -
5.82 MB

          4. Even More about DataFrames Column Names.srt -
3.37 KB

          5. The apply() Function.mp4 -
5.4 MB

          5. The apply() Function.srt -
3.2 KB

          6. Joins.mp4 -
4.04 MB

          6. Joins.srt -
2.39 KB

          7. .values vs .as_matrix().mp4 -
33.27 MB

          7. .values vs .as_matrix().srt -
8.78 KB

    4. Matplotlib
          1. Line Chart.mp4 -
5.55 MB

          1. Line Chart.srt -
3.48 KB

          2. Scatterplot.mp4 -
6.24 MB

          2. Scatterplot.srt -
3.38 KB

          3. Histogram.mp4 -
6.53 MB

          3. Histogram.srt -
3.21 KB

          4. Plotting Images.mp4 -
12.17 MB

          4. Plotting Images.srt -
5.51 KB

    5. Scipy
          1. Gaussian PDF and CDF.mp4 -
8.45 MB

          1. Gaussian PDF and CDF.srt -
5.97 KB

          2. Sampling from a Gaussian Distribution (1-D).mp4 -
4.51 MB



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