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

Files:

• [CourseClub.Me].url (0.1 KB)
• [FreeCourseSite.com].url (0.1 KB)
• [GigaCourse.Com].url (0.0 KB)

• 1 - Introduction and Outline English.srt (12.1 KB)
• 1 - Introduction and Outline.mp4 (60.5 MB)
• 2 - Extra Resources English.srt (5.0 KB)
• 2 - Extra Resources.mp4 (29.9 MB)

• 47 - Python 2 vs Python 3 English.srt (6.2 KB)
• 47 - Python 2 vs Python 3.mp4 (10.3 MB)
• 48 - Proof that using Jupyter Notebook is the same as not using it English.srt (14.5 KB)
• 48 - Proof that using Jupyter Notebook is the same as not using it.mp4 (108.1 MB)

• 49 - Machine Learning and AI Prerequisite Roadmap pt 1 English.srt (17.1 KB)
• 49 - Machine Learning and AI Prerequisite Roadmap pt 1.mp4 (134.5 MB)
• 50 - Machine Learning and AI Prerequisite Roadmap pt 2 English.srt (24.2 KB)
• 50 - Machine Learning and AI Prerequisite Roadmap pt 2.mp4 (135.8 MB)

• 51 - BONUS English.srt (8.2 KB)
• 51 - BONUS.mp4 (60.9 MB)

• 10 - Numpy Exercise English.srt (1.4 KB)
• 10 - Numpy Exercise.mp4 (2.4 MB)
• 11 - Where to Learn More Numpy English.srt (10.4 KB)
• 11 - Where to Learn More Numpy.mp4 (21.7 MB)
• 12 - Suggestion Box English.srt (4.9 KB)
• 12 - Suggestion Box.mp4 (39.7 MB)
• 3 - Numpy Section Introduction English.srt (8.0 KB)
• 3 - Numpy Section Introduction.mp4 (24.1 MB)
• 4 - Arrays vs Lists English.srt (15.0 KB)
• 4 - Arrays vs Lists.mp4 (43.3 MB)
• 5 - Dot Product English.srt (7.3 KB)
• 5 - Dot Product.mp4 (15.9 MB)
• 6 - Speed Test English.srt (3.9 KB)
• 6 - Speed Test.mp4 (8.3 MB)
• 7 - Matrices English.srt (17.0 KB)
• 7 - Matrices.mp4 (34.8 MB)
• 8 - Solving Linear Systems English.srt (4.3 KB)
• 8 - Solving Linear Systems.mp4 (8.3 MB)
• 9 - Generating Data English.srt (18.0 KB)
• 9 - Generating Data.mp4 (86.5 MB)

• 13 - Matplotlib Section Introduction English.srt (3.8 KB)
• 13 - Matplotlib Section Introduction.mp4 (7.4 MB)
• 14 - Line Chart English.srt (3.8 KB)
• 14 - Line Chart.mp4 (9.3 MB)
• 15 - Scatterplot English.srt (5.1 KB)
• 15 - Scatterplot.mp4 (10.3 MB)
• 16 - Histogram English.srt (2.5 KB)
• 16 - Histogram.mp4 (6.9 MB)
• 17 - Plotting Images English.srt (9.1 KB)
• 17 - Plotting Images.mp4 (32.2 MB)
• 18 - Matplotlib Exercise English.srt (2.3 KB)
• 18 - Matplotlib Exercise.mp4 (8.4 MB)
• 19 - Where to Learn More Matplotlib English.srt (18.0 KB)
• 19 - Where to Learn More Matplotlib.mp4 (42.2 MB)

• 20 - Pandas Section Introduction English.srt (1.7 KB)
• 20 - Pandas Section Introduction.mp4 (3.0 MB)
• 21 - Loading in Data English.srt (4.0 KB)
• 21 - Loading in Data.mp4 (26.5 MB)
• 22 - Selecting Rows and Columns English.srt (10.4 KB)
• 22 - Selecting Rows and Columns.mp4 (33.4 MB)
• 23 - The apply Function English.srt (2.9 KB)
• 23 - The apply Function.mp4 (11.9 MB)
• 24 - Plotting with Pandas English.srt (2.7 KB)
• 24 - Plotting with Pandas.mp4 (10.8 MB)
• 25 - Pandas Exercise English.srt (3.0 KB)
• 25 - Pandas Exercise.mp4 (10.1 MB)
• 26 - Where to Learn More Pandas English.srt (6.1 KB)
• 26 - Where to Learn More Pandas.mp4 (15.2 MB)

• 27 - Scipy Section Introduction English.srt (1.8 KB)
• 27 - Scipy Section Introduction.mp4 (3.6 MB)
• 28 - PDF and CDF English.srt (3.2 KB)
• 28 - PDF and CDF.mp4 (9.6 MB)
• 29 - Convolution English.srt (4.6 KB)
• 29 - Convolution.mp4 (17.4 MB)
• 30 - Scipy Exercise English.srt (1.4 KB)
• 30 - Scipy Exercise.mp4 (3.5 MB)
• 31 - Where to Learn More Scipy English.srt (10.5 KB)
• 31 - Where to Learn More Scipy.mp4 (22.8 MB)

• 32 - More Exercises English.srt (10.8 KB)
• 32 - More Exercises.mp4 (19.9 MB)

• 33 - How to build your own CS degree.txt (0.0 KB)
• 33 - How to read course titles for beginners.txt (0.1 KB)
• 33 - What if I dont meet the math prerequisites English.srt (21.2 KB)
• 33 - What if I dont meet the math prerequisites.mp4 (115.6 MB)
• 33 - Why do you need math for machine learning and deep learning.txt (0.1 KB)

• 34 - Machine Learning Section Introduction English.srt (11.5 KB)
• 34 - Machine Learning Section Introduction.mp4 (34.0 MB)
• 35 - What is Classification English.srt (17.2 KB)
• 35 - What is Classification.mp4 (72.7 MB)
• 36 - Classification in Code English.srt (17.1 KB)
• 36 - Classification in Code.mp4 (207.8 MB)
• 37 - What is Regression English.srt (17.3 KB)
• 37 - What is Regression.mp4 (34.7 MB)
• 38 - Regression in Code English.srt (10.2 KB)
• 38 - Regression in Code.mp4 (77.3 MB)
• 39 - What is a Feature Vector English.srt (9.3 KB)
• 39 - What is a Feature Vector.mp4 (38.5 MB)
• 40 - Machine Learning is Nothing but Geometry English.srt (6.3 KB)
• 40 - Machine Learning is Nothing but Geometry.mp4 (15.0 MB)
• 41 - All Data is the Same English.srt (7.4 KB)
• 41 - All Data is the Same.mp4 (12.7 MB)
• 42 - Comparing Different Machine Learning Models English.srt (13.5 KB)
• 42 - Comparing Different Machine Learning Models.mp4 (38.5 MB)

• Code:

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