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[FreeCourseSite.com] Udemy - Deep Learning Prerequisites The Numpy Stack in Python (V2+)
magnet:?xt=urn:btih:7b22e46a887bcbb1b74c4aacc8d01b9d6d417a12&dn=[FreeCourseSite.com] Udemy - Deep Learning Prerequisites The Numpy Stack in Python (V2+)
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7b22e46a887bcbb1b74c4aacc8d01b9d6d417a12
infohash:
51
文件数量
1.4 GB
文件大小
2023-7-13 17:13
创建日期
2024-12-27 21:59
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FreeCourseSite
com
Udemy
-
Deep
Learning
Prerequisites
The
Numpy
Stack
in
Python
V2
01 - Welcome and Logistics/001 Introduction and Outline.mp4 60.48 MB
01 - Welcome and Logistics/002 Extra Resources.mp4 17.49 MB
02 - Numpy (New)/001 Numpy Section Introduction.mp4 24.07 MB
02 - Numpy (New)/002 Arrays vs Lists.mp4 30.37 MB
02 - Numpy (New)/003 Dot Product.mp4 12.1 MB
02 - Numpy (New)/004 Speed Test.mp4 6.18 MB
02 - Numpy (New)/005 Matrices.mp4 26.45 MB
02 - Numpy (New)/006 Solving Linear Systems.mp4 6.44 MB
02 - Numpy (New)/007 Generating Data.mp4 52.78 MB
02 - Numpy (New)/008 Numpy Exercise.mp4 1.87 MB
02 - Numpy (New)/009 Where to Learn More Numpy.mp4 15.76 MB
02 - Numpy (New)/010 Suggestion Box.mp4 11.84 MB
03 - Matplotlib (New)/001 Matplotlib Section Introduction.mp4 5.2 MB
03 - Matplotlib (New)/002 Line Chart.mp4 7.08 MB
03 - Matplotlib (New)/003 Scatterplot.mp4 7.78 MB
03 - Matplotlib (New)/004 Histogram.mp4 4.89 MB
03 - Matplotlib (New)/005 Plotting Images.mp4 20.86 MB
03 - Matplotlib (New)/006 Matplotlib Exercise.mp4 5.51 MB
03 - Matplotlib (New)/007 Where to Learn More Matplotlib.mp4 29.98 MB
04 - Pandas (New)/001 Pandas Section Introduction.mp4 2.36 MB
04 - Pandas (New)/002 Loading in Data.mp4 16.36 MB
04 - Pandas (New)/003 Selecting Rows and Columns.mp4 23.69 MB
04 - Pandas (New)/004 The apply() Function.mp4 7.53 MB
04 - Pandas (New)/005 Plotting with Pandas.mp4 7.22 MB
04 - Pandas (New)/006 Pandas Exercise.mp4 6.8 MB
04 - Pandas (New)/007 Where to Learn More Pandas.mp4 9.61 MB
05 - Scipy (New)/001 Scipy Section Introduction.mp4 2.78 MB
05 - Scipy (New)/002 PDF and CDF.mp4 6.78 MB
05 - Scipy (New)/003 Convolution.mp4 11.71 MB
05 - Scipy (New)/004 Scipy Exercise.mp4 2.47 MB
05 - Scipy (New)/005 Where to Learn More Scipy.mp4 14.89 MB
06 - Bonus Exercises/001 More Exercises.mp4 14.61 MB
07 - Beginner Troubleshooting/001 What if I don't meet the math prerequisites_.mp4 73.93 MB
08 - Machine Learning Basics/001 Machine Learning_ Section Introduction.mp4 21.46 MB
08 - Machine Learning Basics/002 What is Classification_.mp4 44.08 MB
08 - Machine Learning Basics/003 Classification in Code.mp4 119.8 MB
08 - Machine Learning Basics/004 What is Regression_.mp4 24.42 MB
08 - Machine Learning Basics/005 Regression in Code.mp4 46.05 MB
08 - Machine Learning Basics/006 What is a Feature Vector.mp4 23.68 MB
08 - Machine Learning Basics/007 Machine Learning is Nothing but Geometry.mp4 9.89 MB
08 - Machine Learning Basics/008 All Data is the Same.mp4 8.92 MB
08 - Machine Learning Basics/009 Comparing Different Machine Learning Models.mp4 25.59 MB
08 - Machine Learning Basics/010 Machine Learning and Deep Learning_ Future Topics.mp4 18.9 MB
08 - Machine Learning Basics/011 Machine Learning Section Summary.mp4 21.42 MB
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)/002 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4 109.21 MB
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)/002 Proof that using Jupyter Notebook is the same as not using it.mp4 64.34 MB
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)/002 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4 81.19 MB
12 - Appendix _ FAQ Finale/001 BONUS.mp4 12.5 MB
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