Udemy Deep Learning Prerequisites The Numpy Stack in Python V2 2020 En

Udemy Deep Learning Prerequisites The Numpy Stack in Python V2 2020 En

Name	[Udemy] Deep Learning Prerequisites The Numpy Stack in Python (V2+) (2020) [En]	DOWNLOAD Copy Link
Total Size	1.9 GB
Total Files	103
Hash	081B6452AA3AA2678CCEC6158FDF7A1716E64CC3

/8. Setting Up Your Environment (FAQ by Student Request)/
1. Windows-Focused Environment Setup 2018.mp4	195.3 MB
1. Windows-Focused Environment Setup 2018.srt	20.6 KB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.mp4	46.1 MB
2. How to install Numpy, Scipy, Matplotlib, Pandas, IPython, Theano, and TensorFlow.srt	14.8 KB
/1. Welcome and Logistics/
1. Introduction and Outline.srt	12.0 KB
2. What will you learn in this course.html	0.2 KB
3. What level of machine learning is taught in this course.html	0.2 KB
4. How will you practice what you learned in this course.html	0.2 KB
5. Extra Resources.mp4	26.5 MB
5. Extra Resources.srt	4.9 KB
1. Introduction and Outline.mp4	63.4 MB
/2. Numpy (New)/
1. Numpy Section Introduction.mp4	25.2 MB
1. Numpy Section Introduction.srt	7.9 KB
2. Arrays vs Lists.mp4	53.2 MB
2. Arrays vs Lists.srt	14.8 KB
3. Dot Product.mp4	27.6 MB
3. Dot Product.srt	7.2 KB
4. Speed Test.mp4	15.5 MB
4. Speed Test.srt	3.8 KB
5. Matrices.mp4	60.0 MB
5. Matrices.srt	16.7 KB
6. Solving Linear Systems.mp4	15.1 MB
6. Solving Linear Systems.srt	4.3 KB
7. Generating Data.mp4	66.2 MB
7. Generating Data.srt	17.7 KB
8. Numpy Exercise.mp4	4.9 MB
8. Numpy Exercise.srt	1.4 KB
9. Where to Learn More Numpy.mp4	40.7 MB
9. Where to Learn More Numpy.srt	10.3 KB
10. Suggestion Box.mp4	16.9 MB
10. Suggestion Box.srt	4.8 KB
/3. Matplotlib (New)/
1. Matplotlib Section Introduction.mp4	15.5 MB
1. Matplotlib Section Introduction.srt	3.7 KB
2. Line Chart.mp4	16.9 MB
2. Line Chart.srt	3.9 KB
3. Scatterplot.mp4	18.8 MB
3. Scatterplot.srt	5.0 KB
4. Histogram.mp4	10.9 MB
4. Histogram.srt	2.4 KB
5. Plotting Images.mp4	40.5 MB
5. Plotting Images.srt	8.5 KB
6. Matplotlib Exercise.mp4	13.0 MB
6. Matplotlib Exercise.srt	2.3 KB
7. Where to Learn More Matplotlib.mp4	80.9 MB
7. Where to Learn More Matplotlib.srt	17.9 KB
/4. Pandas (New)/
1. Pandas Section Introduction.mp4	6.2 MB
1. Pandas Section Introduction.srt	1.7 KB
2. Loading in Data.mp4	24.8 MB
2. Loading in Data.srt	3.8 KB
3. Selecting Rows and Columns.mp4	51.5 MB
3. Selecting Rows and Columns.srt	10.7 KB
4. The apply() Function.mp4	10.9 MB
4. The apply() Function.srt	2.6 KB
5. Plotting with Pandas.mp4	14.0 MB
5. Plotting with Pandas.srt	2.6 KB
6. Pandas Exercise.mp4	14.2 MB
6. Pandas Exercise.srt	2.9 KB
7. Where to Learn More Pandas.mp4	26.8 MB
7. Where to Learn More Pandas.srt	6.1 KB
/5. Scipy (New)/
1. Scipy Section Introduction.mp4	6.6 MB
1. Scipy Section Introduction.srt	1.8 KB
2. PDF and CDF.mp4	15.2 MB
2. PDF and CDF.srt	3.0 KB
3. Convolution.mp4	22.5 MB
3. Convolution.srt	4.6 KB
4. Scipy Exercise.mp4	6.7 MB
4. Scipy Exercise.srt	1.4 KB
5. Where to Learn More Scipy.mp4	40.8 MB
5. Where to Learn More Scipy.srt	10.5 KB
/6. Bonus Exercises/
1. More Exercises.mp4	17.5 MB
1. More Exercises.srt	10.7 KB
/7. Machine Learning Basics/
1. Machine Learning Section Introduction.mp4	40.8 MB
1. Machine Learning Section Introduction.srt	11.4 KB
2. What is Classification.mp4	65.2 MB
2. What is Classification.srt	17.1 KB
3. Classification in Code.mp4	131.5 MB
3. Classification in Code.srt	17.0 KB
4. What is Regression.mp4	45.3 MB
4. What is Regression.srt	17.2 KB
5. Regression in Code.mp4	64.9 MB
5. Regression in Code.srt	10.1 KB
6. What is a Feature Vector.mp4	34.4 MB
6. What is a Feature Vector.srt	9.3 KB
7. Machine Learning is Nothing but Geometry.mp4	20.2 MB
7. Machine Learning is Nothing but Geometry.srt	6.2 KB
8. All Data is the Same.mp4	22.4 MB
8. All Data is the Same.srt	7.4 KB
9. Comparing Different Machine Learning Models.mp4	47.7 MB
9. Comparing Different Machine Learning Models.srt	13.5 KB
10. Machine Learning and Deep Learning Future Topics.mp4	38.5 MB
10. Machine Learning and Deep Learning Future Topics.srt	8.1 KB
11. Machine Learning Section Summary.mp4	22.5 MB
11. Machine Learning Section Summary.srt	8.2 KB
/9. Extra Help With Python Coding for Beginners (FAQ by Student Request)/
1. Python 2 vs Python 3.mp4	20.0 MB
1. Python 2 vs Python 3.srt	6.2 KB
2. Proof that using Jupyter Notebook is the same as not using it.mp4	82.1 MB
2. Proof that using Jupyter Notebook is the same as not using it.srt	14.5 KB
/10. Effective Learning Strategies for Machine Learning (FAQ by Student Request)/
1. Machine Learning and AI Prerequisite Roadmap (pt 1).mp4	30.7 MB
1. Machine Learning and AI Prerequisite Roadmap (pt 1).srt	16.4 KB
2. Machine Learning and AI Prerequisite Roadmap (pt 2).mp4	39.4 MB
2. Machine Learning and AI Prerequisite Roadmap (pt 2).srt	23.6 KB
/11. Appendix FAQ Finale/
1. BONUS Where to get Udemy coupons and FREE deep learning material.mp4	39.7 MB
1. BONUS Where to get Udemy coupons and FREE deep learning material.srt	8.1 KB
Total files 103