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0. Websites you may like/[CourseClub.Me].url 122 B
0. Websites you may like/[FreeCourseSite.com].url 127 B
0. Websites you may like/[GigaCourse.Com].url 49 B
01 - Welcome and Logistics/001 Introduction and Outline.mp4 60.48 MB
01 - Welcome and Logistics/001 Introduction and Outline_en.vtt 10.31 KB
01 - Welcome and Logistics/002 Extra Resources.mp4 17.49 MB
01 - Welcome and Logistics/002 Extra Resources_en.vtt 4.31 KB
02 - Numpy (New)/001 Numpy Section Introduction.mp4 24.07 MB
02 - Numpy (New)/001 Numpy Section Introduction_en.vtt 6.81 KB
02 - Numpy (New)/002 Arrays vs Lists.mp4 30.37 MB
02 - Numpy (New)/002 Arrays vs Lists_en.vtt 12.61 KB
02 - Numpy (New)/003 Dot Product.mp4 12.1 MB
02 - Numpy (New)/003 Dot Product_en.vtt 6.2 KB
02 - Numpy (New)/004 Speed Test.mp4 6.18 MB
02 - Numpy (New)/004 Speed Test_en.vtt 3.31 KB
02 - Numpy (New)/005 Matrices.mp4 26.45 MB
02 - Numpy (New)/005 Matrices_en.vtt 14.32 KB
02 - Numpy (New)/006 Solving Linear Systems.mp4 6.44 MB
02 - Numpy (New)/006 Solving Linear Systems_en.vtt 3.67 KB
02 - Numpy (New)/007 Generating Data.mp4 52.78 MB
02 - Numpy (New)/007 Generating Data_en.vtt 15.22 KB
02 - Numpy (New)/008 Numpy Exercise.mp4 1.87 MB
02 - Numpy (New)/008 Numpy Exercise_en.vtt 1.22 KB
02 - Numpy (New)/009 Where to Learn More Numpy.mp4 15.76 MB
02 - Numpy (New)/009 Where to Learn More Numpy_en.vtt 8.83 KB
02 - Numpy (New)/010 Suggestion Box.mp4 11.84 MB
02 - Numpy (New)/010 Suggestion Box_en.vtt 4.08 KB
03 - Matplotlib (New)/001 Matplotlib Section Introduction.mp4 5.2 MB
03 - Matplotlib (New)/001 Matplotlib Section Introduction_en.vtt 3.27 KB
03 - Matplotlib (New)/002 Line Chart.mp4 7.08 MB
03 - Matplotlib (New)/002 Line Chart_en.vtt 3.22 KB
03 - Matplotlib (New)/003 Scatterplot.mp4 7.78 MB
03 - Matplotlib (New)/003 Scatterplot_en.vtt 4.34 KB
03 - Matplotlib (New)/004 Histogram.mp4 4.89 MB
03 - Matplotlib (New)/004 Histogram_en.vtt 2.11 KB
03 - Matplotlib (New)/005 Plotting Images.mp4 20.86 MB
03 - Matplotlib (New)/005 Plotting Images_en.vtt 7.65 KB
03 - Matplotlib (New)/006 Matplotlib Exercise.mp4 5.51 MB
03 - Matplotlib (New)/006 Matplotlib Exercise_en.vtt 1.97 KB
03 - Matplotlib (New)/007 Where to Learn More Matplotlib.mp4 29.98 MB
03 - Matplotlib (New)/007 Where to Learn More Matplotlib_en.vtt 15.42 KB
04 - Pandas (New)/001 Pandas Section Introduction.mp4 2.36 MB
04 - Pandas (New)/001 Pandas Section Introduction_en.vtt 1.48 KB
04 - Pandas (New)/002 Loading in Data.mp4 16.36 MB
04 - Pandas (New)/002 Loading in Data_en.vtt 3.43 KB
04 - Pandas (New)/003 Selecting Rows and Columns.mp4 23.69 MB
04 - Pandas (New)/003 Selecting Rows and Columns_en.vtt 8.74 KB
04 - Pandas (New)/004 The apply() Function.mp4 7.53 MB
04 - Pandas (New)/004 The apply() Function_en.vtt 2.44 KB
04 - Pandas (New)/005 Plotting with Pandas.mp4 7.22 MB
04 - Pandas (New)/005 Plotting with Pandas_en.vtt 2.32 KB
04 - Pandas (New)/006 Pandas Exercise.mp4 6.8 MB
04 - Pandas (New)/006 Pandas Exercise_en.vtt 2.56 KB
04 - Pandas (New)/007 Where to Learn More Pandas.mp4 9.61 MB
04 - Pandas (New)/007 Where to Learn More Pandas_en.vtt 5.23 KB
05 - Scipy (New)/001 Scipy Section Introduction.mp4 2.78 MB
05 - Scipy (New)/001 Scipy Section Introduction_en.vtt 1.58 KB
05 - Scipy (New)/002 PDF and CDF.mp4 6.78 MB
05 - Scipy (New)/002 PDF and CDF_en.vtt 2.68 KB
05 - Scipy (New)/003 Convolution.mp4 11.71 MB
05 - Scipy (New)/003 Convolution_en.vtt 3.83 KB
05 - Scipy (New)/004 Scipy Exercise.mp4 2.47 MB
05 - Scipy (New)/004 Scipy Exercise_en.vtt 1.21 KB
05 - Scipy (New)/005 Where to Learn More Scipy.mp4 14.89 MB
05 - Scipy (New)/005 Where to Learn More Scipy_en.vtt 9 KB
06 - Bonus Exercises/001 More Exercises.mp4 14.61 MB
06 - Bonus Exercises/001 More Exercises_en.vtt 9.32 KB
07 - Beginner Troubleshooting/001 What if I don't meet the math prerequisites_.mp4 73.93 MB
07 - Beginner Troubleshooting/001 What if I don't meet the math prerequisites__en.vtt 18.03 KB
07 - Beginner Troubleshooting/external-assets-links.txt 336 B
08 - Machine Learning Basics/001 Machine Learning_ Section Introduction.mp4 21.46 MB
08 - Machine Learning Basics/001 Machine Learning_ Section Introduction_en.vtt 9.75 KB
08 - Machine Learning Basics/002 What is Classification_.mp4 44.08 MB
08 - Machine Learning Basics/002 What is Classification__en.vtt 14.6 KB
08 - Machine Learning Basics/003 Classification in Code.mp4 119.8 MB
08 - Machine Learning Basics/003 Classification in Code_en.vtt 14.47 KB
08 - Machine Learning Basics/004 What is Regression_.mp4 24.42 MB
08 - Machine Learning Basics/004 What is Regression__en.vtt 14.66 KB
08 - Machine Learning Basics/005 Regression in Code.mp4 46.05 MB
08 - Machine Learning Basics/005 Regression in Code_en.vtt 8.67 KB
08 - Machine Learning Basics/006 What is a Feature Vector.mp4 23.68 MB
08 - Machine Learning Basics/006 What is a Feature Vector_en.vtt 7.97 KB
08 - Machine Learning Basics/007 Machine Learning is Nothing but Geometry.mp4 9.89 MB
08 - Machine Learning Basics/007 Machine Learning is Nothing but Geometry_en.vtt 5.35 KB
08 - Machine Learning Basics/008 All Data is the Same.mp4 8.92 MB
08 - Machine Learning Basics/008 All Data is the Same_en.vtt 6.3 KB
08 - Machine Learning Basics/009 Comparing Different Machine Learning Models.mp4 25.59 MB
08 - Machine Learning Basics/009 Comparing Different Machine Learning Models_en.vtt 11.6 KB
08 - Machine Learning Basics/010 Machine Learning and Deep Learning_ Future Topics.mp4 18.9 MB
08 - Machine Learning Basics/010 Machine Learning and Deep Learning_ Future Topics_en.vtt 6.97 KB
08 - Machine Learning Basics/011 Machine Learning Section Summary.mp4 21.42 MB
08 - Machine Learning Basics/011 Machine Learning Section Summary_en.vtt 7 KB
09 - Setting Up Your Environment (FAQ by Student Request)/001 Anaconda Environment Setup.mp4 168.01 MB
09 - Setting Up Your Environment (FAQ by Student Request)/001 Anaconda Environment Setup_en.vtt 17.27 KB
09 - Setting Up Your Environment (FAQ by Student Request)/002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 109.21 MB
09 - Setting Up Your Environment (FAQ by Student Request)/002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow_en.vtt 12.33 KB
10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/001 Python 2 vs Python 3.mp4 7.61 MB
10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/001 Python 2 vs Python 3_en.vtt 5.36 KB
10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/002 Proof that using Jupyter Notebook is the same as not using it.mp4 64.34 MB
10 - Extra Help With Python Coding for Beginners (FAQ by Student Request)/002 Proof that using Jupyter Notebook is the same as not using it_en.vtt 12.24 KB
11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/001 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4 75.7 MB
11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/001 Machine Learning and AI Prerequisite Roadmap (pt 1)_en.vtt 14.56 KB
11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/002 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 81.19 MB
11 - Effective Learning Strategies for Machine Learning (FAQ by Student Request)/002 Machine Learning and AI Prerequisite Roadmap (pt 2)_en.vtt 20.64 KB
12 - Appendix _ FAQ Finale/001 BONUS.mp4 12.5 MB
12 - Appendix _ FAQ Finale/001 BONUS_en.vtt 6.88 KB
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