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

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

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种子哈希：dc141def6093f55e3016b356392f7ac2beb39a56
文件大小： 2.27G
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收录时间：2025-07-30
最近下载：2025-10-05

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文件列表

  • 9 - Setting Up Your Environment FAQ by Student Request/45 - Anaconda Environment Setup.mp4 323.3 MB
  • 8 - Machine Learning Basics/36 - Classification in Code.mp4 217.9 MB
  • 9 - Setting Up Your Environment FAQ by Student Request/46 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.mp4 200.7 MB
  • 11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/50 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 142.4 MB
  • 11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/49 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 141.0 MB
  • 7 - Beginner Troubleshooting/33 - What if I dont meet the math prerequisites.mp4 121.2 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.mp4 113.3 MB
  • 2 - Numpy New/9 - Generating Data.mp4 90.7 MB
  • 8 - Machine Learning Basics/38 - Regression in Code.mp4 81.0 MB
  • 8 - Machine Learning Basics/35 - What is Classification.mp4 76.3 MB
  • 12 - Appendix FAQ Finale/51 - BONUS.mp4 63.8 MB
  • 1 - Welcome and Logistics/1 - Introduction and Outline.mp4 63.4 MB
  • 2 - Numpy New/4 - Arrays vs Lists.mp4 45.4 MB
  • 3 - Matplotlib New/19 - Where to Learn More Matplotlib.mp4 44.3 MB
  • 2 - Numpy New/12 - Suggestion Box.mp4 41.6 MB
  • 8 - Machine Learning Basics/39 - What is a Feature Vector.mp4 40.4 MB
  • 8 - Machine Learning Basics/42 - Comparing Different Machine Learning Models.mp4 40.4 MB
  • 2 - Numpy New/7 - Matrices.mp4 36.5 MB
  • 8 - Machine Learning Basics/37 - What is Regression.mp4 36.4 MB
  • 8 - Machine Learning Basics/34 - Machine Learning Section Introduction.mp4 35.7 MB
  • 4 - Pandas New/22 - Selecting Rows and Columns.mp4 35.0 MB
  • 3 - Matplotlib New/17 - Plotting Images.mp4 33.7 MB
  • 8 - Machine Learning Basics/43 - Machine Learning and Deep Learning Future Topics.mp4 32.8 MB
  • 1 - Welcome and Logistics/2 - Extra Resources.mp4 31.3 MB
  • 4 - Pandas New/21 - Loading in Data.mp4 27.8 MB
  • 2 - Numpy New/3 - Numpy Section Introduction.mp4 25.2 MB
  • 5 - Scipy New/31 - Where to Learn More Scipy.mp4 23.9 MB
  • 2 - Numpy New/11 - Where to Learn More Numpy.mp4 22.8 MB
  • 8 - Machine Learning Basics/44 - Machine Learning Section Summary.mp4 22.5 MB
  • 6 - Bonus Exercises/32 - More Exercises.mp4 20.8 MB
  • 5 - Scipy New/29 - Convolution.mp4 18.2 MB
  • 2 - Numpy New/5 - Dot Product.mp4 16.7 MB
  • 4 - Pandas New/26 - Where to Learn More Pandas.mp4 15.9 MB
  • 8 - Machine Learning Basics/40 - Machine Learning is Nothing but Geometry.mp4 15.7 MB
  • 8 - Machine Learning Basics/41 - All Data is the Same.mp4 13.3 MB
  • 4 - Pandas New/23 - The apply Function.mp4 12.5 MB
  • 4 - Pandas New/24 - Plotting with Pandas.mp4 11.3 MB
  • 3 - Matplotlib New/15 - Scatterplot.mp4 10.8 MB
  • 10 - Extra Help With Python Coding for Beginners FAQ by Student Request/47 - Python 2 vs Python 3.mp4 10.8 MB
  • 4 - Pandas New/25 - Pandas Exercise.mp4 10.6 MB
  • 5 - Scipy New/28 - PDF and CDF.mp4 10.1 MB
  • 3 - Matplotlib New/14 - Line Chart.mp4 9.7 MB
  • 3 - Matplotlib New/18 - Matplotlib Exercise.mp4 8.8 MB
  • 2 - Numpy New/8 - Solving Linear Systems.mp4 8.7 MB
  • 2 - Numpy New/6 - Speed Test.mp4 8.7 MB
  • 3 - Matplotlib New/13 - Matplotlib Section Introduction.mp4 7.8 MB
  • 3 - Matplotlib New/16 - Histogram.mp4 7.2 MB
  • 5 - Scipy New/27 - Scipy Section Introduction.mp4 3.8 MB
  • 5 - Scipy New/30 - Scipy Exercise.mp4 3.7 MB
  • 4 - Pandas New/20 - Pandas Section Introduction.mp4 3.2 MB
  • 2 - Numpy New/10 - Numpy Exercise.mp4 2.5 MB
  • 11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/50 - Machine Learning and AI Prerequisite Roadmap pt 2.srt 24.8 kB
  • 7 - Beginner Troubleshooting/33 - What if I dont meet the math prerequisites.srt 21.7 kB
  • 9 - Setting Up Your Environment FAQ by Student Request/45 - Anaconda Environment Setup.srt 20.8 kB
  • 2 - Numpy New/9 - Generating Data.srt 18.4 kB
  • 3 - Matplotlib New/19 - Where to Learn More Matplotlib.srt 18.4 kB
  • 8 - Machine Learning Basics/37 - What is Regression.srt 17.7 kB
  • 8 - Machine Learning Basics/35 - What is Classification.srt 17.6 kB
  • 11 - Effective Learning Strategies for Machine Learning FAQ by Student Request/49 - Machine Learning and AI Prerequisite Roadmap pt 1.srt 17.5 kB
  • 8 - Machine Learning Basics/36 - Classification in Code.srt 17.5 kB
  • 2 - Numpy New/7 - Matrices.srt 17.4 kB
  • 2 - Numpy New/4 - Arrays vs Lists.srt 15.4 kB
  • 9 - Setting Up Your Environment FAQ by Student Request/46 - How to install Numpy Scipy Matplotlib Pandas IPython Theano and TensorFlow.srt 15.0 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.srt 14.8 kB
  • 8 - Machine Learning Basics/42 - Comparing Different Machine Learning Models.srt 13.9 kB
  • 1 - Welcome and Logistics/1 - Introduction and Outline.srt 12.4 kB
  • 8 - Machine Learning Basics/34 - Machine Learning Section Introduction.srt 11.7 kB
  • 6 - Bonus Exercises/32 - More Exercises.srt 11.1 kB
  • 5 - Scipy New/31 - Where to Learn More Scipy.srt 10.8 kB
  • 4 - Pandas New/22 - Selecting Rows and Columns.srt 10.6 kB
  • 2 - Numpy New/11 - Where to Learn More Numpy.srt 10.6 kB
  • 8 - Machine Learning Basics/38 - Regression in Code.srt 10.5 kB
  • 8 - Machine Learning Basics/39 - What is a Feature Vector.srt 9.5 kB
  • 3 - Matplotlib New/17 - Plotting Images.srt 9.4 kB
  • 8 - Machine Learning Basics/44 - Machine Learning Section Summary.srt 8.5 kB
  • 12 - Appendix FAQ Finale/51 - BONUS.srt 8.4 kB
  • 8 - Machine Learning Basics/43 - Machine Learning and Deep Learning Future Topics.srt 8.3 kB
  • 2 - Numpy New/3 - Numpy Section Introduction.srt 8.2 kB
  • 8 - Machine Learning Basics/41 - All Data is the Same.srt 7.6 kB
  • 2 - Numpy New/5 - Dot Product.srt 7.5 kB
  • 8 - Machine Learning Basics/40 - Machine Learning is Nothing but Geometry.srt 6.4 kB
  • 10 - Extra Help With Python Coding for Beginners FAQ by Student Request/47 - Python 2 vs Python 3.srt 6.4 kB
  • 4 - Pandas New/26 - Where to Learn More Pandas.srt 6.3 kB
  • 3 - Matplotlib New/15 - Scatterplot.srt 5.2 kB
  • 1 - Welcome and Logistics/2 - Extra Resources.srt 5.2 kB
  • 2 - Numpy New/12 - Suggestion Box.srt 5.0 kB
  • 5 - Scipy New/29 - Convolution.srt 4.7 kB
  • 2 - Numpy New/8 - Solving Linear Systems.srt 4.4 kB
  • 4 - Pandas New/21 - Loading in Data.srt 4.1 kB
  • 2 - Numpy New/6 - Speed Test.srt 4.0 kB
  • 3 - Matplotlib New/14 - Line Chart.srt 3.9 kB
  • 3 - Matplotlib New/13 - Matplotlib Section Introduction.srt 3.9 kB
  • 5 - Scipy New/28 - PDF and CDF.srt 3.3 kB
  • 4 - Pandas New/25 - Pandas Exercise.srt 3.1 kB
  • 4 - Pandas New/23 - The apply Function.srt 2.9 kB
  • 4 - Pandas New/24 - Plotting with Pandas.srt 2.8 kB
  • 3 - Matplotlib New/16 - Histogram.srt 2.6 kB
  • 3 - Matplotlib New/18 - Matplotlib Exercise.srt 2.3 kB
  • 5 - Scipy New/27 - Scipy Section Introduction.srt 1.9 kB
  • 4 - Pandas New/20 - Pandas Section Introduction.srt 1.7 kB
  • 5 - Scipy New/30 - Scipy Exercise.srt 1.5 kB
  • 2 - Numpy New/10 - Numpy Exercise.srt 1.5 kB
  • 7 - Beginner Troubleshooting/33 - Why do you need math for machine learning and deep learning.txt 86 Bytes
  • 7 - Beginner Troubleshooting/33 - How to read course titles for beginners.txt 66 Bytes
  • 7 - Beginner Troubleshooting/33 - How to build your own CS degree.txt 36 Bytes

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