Download Udemy - Deep Learning Prerequisites: The Numpy Stack in Python (V2+) Torrent

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

TutsNode.com.txt

TXT

63 B

TXT

585 B

[TutsNode.com] - Deep Learning Prerequisites

01 Welcome and Logistics

001 Introduction and Outline.en.srt	SRT	12.15 KB
001 Introduction and Outline.mp4	MP4	60.48 MB
002 Extra Resources.en.srt	SRT	4.98 KB
002 Extra Resources.mp4	MP4	25.3 MB

02 Numpy (New)

003 Numpy Section Introduction.en.srt	SRT	8.01 KB
003 Numpy Section Introduction.mp4	MP4	24.07 MB
004 Arrays vs Lists.en.srt	SRT	15.05 KB
004 Arrays vs Lists.mp4	MP4	50.77 MB
005 Dot Product.en.srt	SRT	7.37 KB
005 Dot Product.mp4	MP4	26.33 MB
006 Speed Test.en.srt	SRT	3.9 KB
006 Speed Test.mp4	MP4	14.74 MB
007 Matrices.en.srt	SRT	16.96 KB
007 Matrices.mp4	MP4	57.19 MB
008 Solving Linear Systems.en.srt	SRT	4.34 KB
008 Solving Linear Systems.mp4	MP4	14.41 MB
009 Generating Data.en.srt	SRT	18.02 KB
009 Generating Data.mp4	MP4	63.17 MB
010 Numpy Exercise.en.srt	SRT	1.43 KB
010 Numpy Exercise.mp4	MP4	4.69 MB
011 Where to Learn More Numpy.en.srt	SRT	10.46 KB
011 Where to Learn More Numpy.mp4	MP4	38.86 MB
012 Suggestion Box.en.srt	SRT	4.9 KB
012 Suggestion Box.mp4	MP4	16.12 MB

03 Matplotlib (New)

013 Matplotlib Section Introduction.en.srt	SRT	3.79 KB
013 Matplotlib Section Introduction.mp4	MP4	14.74 MB
014 Line Chart.en.srt	SRT	3.94 KB
014 Line Chart.mp4	MP4	16.15 MB
015 Scatterplot.en.srt	SRT	5.04 KB
015 Scatterplot.mp4	MP4	17.9 MB
016 Histogram.en.srt	SRT	2.4 KB
016 Histogram.mp4	MP4	10.35 MB
017 Plotting Images.en.srt	SRT	8.63 KB
017 Plotting Images.mp4	MP4	38.63 MB
018 Matplotlib Exercise.en.srt	SRT	2.3 KB
018 Matplotlib Exercise.mp4	MP4	12.38 MB
019 Where to Learn More Matplotlib.en.srt	SRT	18.14 KB
019 Where to Learn More Matplotlib.mp4	MP4	77.11 MB

04 Pandas (New)

020 Pandas Section Introduction.en.srt	SRT	1.75 KB
020 Pandas Section Introduction.mp4	MP4	5.87 MB
021 Loading in Data.en.srt	SRT	3.85 KB
021 Loading in Data.mp4	MP4	23.61 MB
022 Selecting Rows and Columns.en.srt	SRT	10.9 KB
022 Selecting Rows and Columns.mp4	MP4	49.12 MB
023 The apply() Function.en.srt	SRT	2.62 KB
023 The apply() Function.mp4	MP4	10.42 MB
024 Plotting with Pandas.en.srt	SRT	2.69 KB
024 Plotting with Pandas.mp4	MP4	13.38 MB
025 Pandas Exercise.en.srt	SRT	2.98 KB
025 Pandas Exercise.mp4	MP4	13.49 MB
026 Where to Learn More Pandas.en.srt	SRT	6.18 KB
026 Where to Learn More Pandas.mp4	MP4	25.57 MB

05 Scipy (New)

027 Scipy Section Introduction.en.srt	SRT	1.83 KB
027 Scipy Section Introduction.mp4	MP4	6.3 MB
028 PDF and CDF.en.srt	SRT	3.06 KB
028 PDF and CDF.mp4	MP4	14.48 MB
029 Convolution.en.srt	SRT	4.69 KB
029 Convolution.mp4	MP4	21.5 MB
030 Scipy Exercise.en.srt	SRT	1.44 KB
030 Scipy Exercise.mp4	MP4	6.38 MB
031 Where to Learn More Scipy.en.srt	SRT	10.59 KB
031 Where to Learn More Scipy.mp4	MP4	38.94 MB

06 Bonus Exercises

	032 More Exercises.en.srt	SRT	10.88 KB
	032 More Exercises.mp4	MP4	16.69 MB

07 Machine Learning Basics

033 Machine Learning_ Section Introduction.en.srt	SRT	11.56 KB
033 Machine Learning_ Section Introduction.mp4	MP4	38.88 MB
034 What is Classification_.en.srt	SRT	17.31 KB
034 What is Classification_.mp4	MP4	62.21 MB
035 Classification in Code.en.srt	SRT	17.22 KB
035 Classification in Code.mp4	MP4	125.44 MB
036 What is Regression_.en.srt	SRT	17.43 KB
036 What is Regression_.mp4	MP4	43.2 MB
037 Regression in Code.en.srt	SRT	10.3 KB
037 Regression in Code.mp4	MP4	61.85 MB
038 What is a Feature Vector.en.srt	SRT	9.36 KB
038 What is a Feature Vector.mp4	MP4	32.83 MB
039 Machine Learning is Nothing but Geometry.en.srt	SRT	6.33 KB
039 Machine Learning is Nothing but Geometry.mp4	MP4	19.25 MB
040 All Data is the Same.en.srt	SRT	7.5 KB
040 All Data is the Same.mp4	MP4	21.34 MB
041 Comparing Different Machine Learning Models.en.srt	SRT	13.65 KB
041 Comparing Different Machine Learning Models.mp4	MP4	45.5 MB
042 Machine Learning and Deep Learning_ Future Topics.en.srt	SRT	8.19 KB
042 Machine Learning and Deep Learning_ Future Topics.mp4	MP4	36.72 MB
043 Machine Learning Section Summary.en.srt	SRT	8.34 KB
043 Machine Learning Section Summary.mp4	MP4	21.42 MB

08 Setting Up Your Environment (FAQ by Student Request)

044 Windows-Focused Environment Setup 2018.en.srt	SRT	20.9 KB
044 Windows-Focused Environment Setup 2018.mp4	MP4	186.24 MB
045 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.en.srt	SRT	15.1 KB
045 How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	MP4	43.92 MB

09 Extra Help With Python Coding for Beginners (FAQ by Student Request)

046 Python 2 vs Python 3.en.srt	SRT	6.31 KB
046 Python 2 vs Python 3.mp4	MP4	19.1 MB
047 Proof that using Jupyter Notebook is the same as not using it.en.srt	SRT	14.69 KB
047 Proof that using Jupyter Notebook is the same as not using it.mp4	MP4	78.28 MB

10 Effective Learning Strategies for Machine Learning (FAQ by Student Request)

048 Machine Learning and AI Prerequisite Roadmap (pt 1).en.srt	SRT	16.62 KB
048 Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	MP4	29.32 MB
049 Machine Learning and AI Prerequisite Roadmap (pt 2).en.srt	SRT	23.87 KB
049 Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	MP4	37.62 MB

11 Appendix _ FAQ Finale

	050 BONUS_ Where to get Udemy coupons and FREE deep learning material.en.srt	SRT	8.17 KB
	050 BONUS_ Where to get Udemy coupons and FREE deep learning material.mp4	MP4	37.85 MB

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

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