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Udemy - Deep Learning Prerequisites The Numpy Stack in Python (V2+) (11.2022)

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File Name
Size
1 - Welcome and Logistics/1 - Introduction and Outline.mp4
60 MB
1 - Welcome and Logistics/1 - Introduction and Outline.srt
12 kB
1 - Welcome and Logistics/2 - Extra Resources.mp4
30 MB
1 - Welcome and Logistics/2 - Extra Resources.srt
5.0 kB
10 - Extra Help With Python Coding for Beginners FAQ by Student Request/47 - Python 2 vs Python 3.mp4
10 MB
10 - Extra Help With Python Coding for Beginners FAQ by Student Request/47 - Python 2 vs Python 3.srt
6.2 kB
10 - Extra Help With Python Coding for Beginners FAQ by Student Request/48 - Proof that using Jupyter Notebook is the same as not using it.mp4
108 MB
10 - Extra Help With Python Coding for Beginners FAQ by Student Request/48 - Proof that using Jupyter Notebook is the same as not using it.srt
14 kB
11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/49 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4
134 MB
11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/49 - Machine Learning and AI Prerequisite Roadmap pt 1.srt
17 kB
11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/50 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4
136 MB
11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/50 - Machine Learning and AI Prerequisite Roadmap pt 2.srt
24 kB
12 - Appendix FAQ Finale/51 - BONUS.mp4
61 MB
12 - Appendix FAQ Finale/51 - BONUS.srt
8.2 kB
2 - Numpy New/10 - Numpy Exercise.mp4
2.4 MB
2 - Numpy New/10 - Numpy Exercise.srt
1.4 kB
2 - Numpy New/11 - Where to Learn More Numpy.mp4
22 MB
2 - Numpy New/11 - Where to Learn More Numpy.srt
10 kB
2 - Numpy New/12 - Suggestion Box.mp4
40 MB
2 - Numpy New/12 - Suggestion Box.srt
4.9 kB
2 - Numpy New/3 - Numpy Section Introduction.mp4
24 MB
2 - Numpy New/3 - Numpy Section Introduction.srt
8.0 kB
2 - Numpy New/4 - Arrays vs Lists.mp4
43 MB
2 - Numpy New/4 - Arrays vs Lists.srt
15 kB
2 - Numpy New/5 - Dot Product.mp4
16 MB
2 - Numpy New/5 - Dot Product.srt
7.3 kB
2 - Numpy New/6 - Speed Test.mp4
8.3 MB
2 - Numpy New/6 - Speed Test.srt
3.9 kB
2 - Numpy New/7 - Matrices.mp4
35 MB
2 - Numpy New/7 - Matrices.srt
17 kB
2 - Numpy New/8 - Solving Linear Systems.mp4
8.3 MB
2 - Numpy New/8 - Solving Linear Systems.srt
4.3 kB
2 - Numpy New/9 - Generating Data.mp4
86 MB
2 - Numpy New/9 - Generating Data.srt
18 kB
3 - Matplotlib New/13 - Matplotlib Section Introduction.mp4
7.4 MB
3 - Matplotlib New/13 - Matplotlib Section Introduction.srt
3.8 kB
3 - Matplotlib New/14 - Line Chart.mp4
9.3 MB
3 - Matplotlib New/14 - Line Chart.srt
3.8 kB
3 - Matplotlib New/15 - Scatterplot.mp4
10 MB
3 - Matplotlib New/15 - Scatterplot.srt
5.1 kB
3 - Matplotlib New/16 - Histogram.mp4
6.9 MB
3 - Matplotlib New/16 - Histogram.srt
2.5 kB
3 - Matplotlib New/17 - Plotting Images.mp4
32 MB
3 - Matplotlib New/17 - Plotting Images.srt
9.1 kB
3 - Matplotlib New/18 - Matplotlib Exercise.mp4
8.4 MB
3 - Matplotlib New/18 - Matplotlib Exercise.srt
2.3 kB
3 - Matplotlib New/19 - Where to Learn More Matplotlib.mp4
42 MB
3 - Matplotlib New/19 - Where to Learn More Matplotlib.srt
18 kB
4 - Pandas New/20 - Pandas Section Introduction.mp4
3.0 MB
4 - Pandas New/20 - Pandas Section Introduction.srt
1.7 kB
4 - Pandas New/21 - Loading in Data.mp4
26 MB
4 - Pandas New/21 - Loading in Data.srt
4.0 kB
4 - Pandas New/22 - Selecting Rows and Columns.mp4
33 MB
4 - Pandas New/22 - Selecting Rows and Columns.srt
10 kB
4 - Pandas New/23 - The apply Function.mp4
12 MB
4 - Pandas New/23 - The apply Function.srt
2.9 kB
4 - Pandas New/24 - Plotting with Pandas.mp4
11 MB
4 - Pandas New/24 - Plotting with Pandas.srt
2.7 kB
4 - Pandas New/25 - Pandas Exercise.mp4
10 MB
4 - Pandas New/25 - Pandas Exercise.srt
3.0 kB
4 - Pandas New/26 - Where to Learn More Pandas.mp4
15 MB
4 - Pandas New/26 - Where to Learn More Pandas.srt
6.1 kB
5 - Scipy New/27 - Scipy Section Introduction.mp4
3.6 MB
5 - Scipy New/27 - Scipy Section Introduction.srt
1.8 kB
5 - Scipy New/28 - PDF and CDF.mp4
9.6 MB
5 - Scipy New/28 - PDF and CDF.srt
3.2 kB
5 - Scipy New/29 - Convolution.mp4
17 MB
5 - Scipy New/29 - Convolution.srt
4.6 kB
5 - Scipy New/30 - Scipy Exercise.mp4
3.5 MB
5 - Scipy New/30 - Scipy Exercise.srt
1.4 kB
5 - Scipy New/31 - Where to Learn More Scipy.mp4
23 MB
5 - Scipy New/31 - Where to Learn More Scipy.srt
10 kB
6 - Bonus Exercises/32 - More Exercises.mp4
20 MB
6 - Bonus Exercises/32 - More Exercises.srt
11 kB
7 - Beginner Troubleshooting/33 - How to build your own CS degree.txt
36 B
7 - Beginner Troubleshooting/33 - How to read course titles for beginners.txt
66 B
7 - Beginner Troubleshooting/33 - What if I dont meet the math prerequisites.mp4
116 MB
7 - Beginner Troubleshooting/33 - What if I dont meet the math prerequisites.srt
21 kB
7 - Beginner Troubleshooting/33 - Why do you need math for machine learning and deep learning.txt
86 B
8 - Machine Learning Basics/34 - Machine Learning Section Introduction.mp4
34 MB
8 - Machine Learning Basics/34 - Machine Learning Section Introduction.srt
12 kB
8 - Machine Learning Basics/35 - What is Classification.mp4
73 MB
8 - Machine Learning Basics/35 - What is Classification.srt
17 kB
8 - Machine Learning Basics/36 - Classification in Code.mp4
208 MB
8 - Machine Learning Basics/36 - Classification in Code.srt
17 kB
8 - Machine Learning Basics/37 - What is Regression.mp4
35 MB
8 - Machine Learning Basics/37 - What is Regression.srt
17 kB
8 - Machine Learning Basics/38 - Regression in Code.mp4
77 MB
8 - Machine Learning Basics/38 - Regression in Code.srt
10 kB
8 - Machine Learning Basics/39 - What is a Feature Vector.mp4
38 MB
8 - Machine Learning Basics/39 - What is a Feature Vector.srt
9.3 kB
8 - Machine Learning Basics/40 - Machine Learning is Nothing but Geometry.mp4
15 MB
8 - Machine Learning Basics/40 - Machine Learning is Nothing but Geometry.srt
6.3 kB
8 - Machine Learning Basics/41 - All Data is the Same.mp4
13 MB
8 - Machine Learning Basics/41 - All Data is the Same.srt
7.4 kB
8 - Machine Learning Basics/42 - Comparing Different Machine Learning Models.mp4
38 MB
8 - Machine Learning Basics/42 - Comparing Different Machine Learning Models.srt
14 kB
8 - Machine Learning Basics/43 - Machine Learning and Deep Learning Future Topics.mp4
31 MB
8 - Machine Learning Basics/43 - Machine Learning and Deep Learning Future Topics.srt
8.1 kB
8 - Machine Learning Basics/44 - Machine Learning Section Summary.mp4
21 MB
8 - Machine Learning Basics/44 - Machine Learning Section Summary.srt
8.3 kB
9 - Setting Up Your Environment FAQ by Student Request/45 - Anaconda Environment Setup.mp4
308 MB
9 - Setting Up Your Environment FAQ by Student Request/45 - Anaconda Environment Setup.srt
20 kB
9 - Setting Up Your Environment FAQ by Student Request/46 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4
191 MB
9 - Setting Up Your Environment FAQ by Student Request/46 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.srt
15 kB