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Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python

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File Name
Size
Chapter 6 Machine Learning Basics/003. Classification in Code.mp4
81 MB
Chapter 1 Welcome and Logistics/001. Introduction and Outline.mp4
43 MB
Chapter 1 Welcome and Logistics/002. Course Resources.en.srt
5.4 kB
Chapter 1 Welcome and Logistics/002. Course Resources.mp4
16 MB
Chapter 2 NumPy/001. NumPy Section Introduction.en.srt
9.0 kB
Chapter 2 NumPy/001. NumPy Section Introduction.mp4
18 MB
Chapter 2 NumPy/002. Arrays Versus Lists.en.srt
16 kB
Chapter 2 NumPy/002. Arrays Versus Lists.mp4
38 MB
Chapter 2 NumPy/003. Dot Product.en.srt
7.8 kB
Chapter 2 NumPy/003. Dot Product.mp4
21 MB
Chapter 2 NumPy/004. Speed Test.en.srt
4.2 kB
Chapter 2 NumPy/004. Speed Test.mp4
14 MB
Chapter 2 NumPy/005. Matrices.en.srt
18 kB
Chapter 2 NumPy/005. Matrices.mp4
43 MB
Chapter 2 NumPy/006. Solving Linear Systems.en.srt
4.4 kB
Chapter 2 NumPy/006. Solving Linear Systems.mp4
14 MB
Chapter 2 NumPy/007. Generating Data.en.srt
20 kB
Chapter 2 NumPy/007. Generating Data.mp4
48 MB
Chapter 2 NumPy/008. NumPy Exercise.en.srt
1.3 kB
Chapter 2 NumPy/008. NumPy Exercise.mp4
6.0 MB
Chapter 2 NumPy/009. Where to Learn More NumPy.en.srt
12 kB
Chapter 2 NumPy/009. Where to Learn More NumPy.mp4
31 MB
Chapter 2 NumPy/010. Suggestion Box.en.srt
5.4 kB
Chapter 2 NumPy/010. Suggestion Box.mp4
17 MB
Chapter 3 Matplotlib/001. Matplotlib Section Introduction.en.srt
4.4 kB
Chapter 3 Matplotlib/001. Matplotlib Section Introduction.mp4
14 MB
Chapter 3 Matplotlib/002. Line Chart.en.srt
4.0 kB
Chapter 3 Matplotlib/002. Line Chart.mp4
14 MB
Chapter 3 Matplotlib/003. Scatterplot.en.srt
5.5 kB
Chapter 3 Matplotlib/003. Scatterplot.mp4
15 MB
Chapter 3 Matplotlib/004. Histogram.en.srt
2.6 kB
Chapter 3 Matplotlib/004. Histogram.mp4
10 MB
Chapter 3 Matplotlib/005. Plotting Images.en.srt
9.7 kB
Chapter 3 Matplotlib/005. Plotting Images.mp4
28 MB
Chapter 3 Matplotlib/006. Matplotlib Exercise.en.srt
2.6 kB
Chapter 3 Matplotlib/006. Matplotlib Exercise.mp4
11 MB
Chapter 3 Matplotlib/007. Where to Learn More Matplotlib.en.srt
20 kB
Chapter 3 Matplotlib/007. Where to Learn More Matplotlib.mp4
53 MB
Chapter 4 Pandas/001. Pandas Section Introduction.en.srt
2.0 kB
Chapter 4 Pandas/001. Pandas Section Introduction.mp4
7.8 MB
Chapter 4 Pandas/002. Loading in Data.en.srt
4.4 kB
Chapter 4 Pandas/002. Loading in Data.mp4
19 MB
Chapter 4 Pandas/003. Selecting Rows and Columns.en.srt
11 kB
Chapter 4 Pandas/003. Selecting Rows and Columns.mp4
34 MB
Chapter 4 Pandas/004. The apply() Function.en.srt
3.1 kB
Chapter 4 Pandas/004. The apply() Function.mp4
10 MB
Chapter 4 Pandas/005. Plotting with Pandas.en.srt
2.9 kB
Chapter 4 Pandas/005. Plotting with Pandas.mp4
11 MB
Chapter 4 Pandas/006. Pandas Exercise.en.srt
3.3 kB
Chapter 4 Pandas/006. Pandas Exercise.mp4
13 MB
Chapter 4 Pandas/007. Where to Learn More Pandas.en.srt
6.7 kB
Chapter 4 Pandas/007. Where to Learn More Pandas.mp4
20 MB
Chapter 5 SciPy/001. SciPy Section Introduction.en.srt
2.0 kB
Chapter 5 SciPy/001. SciPy Section Introduction.mp4
8.5 MB
Chapter 5 SciPy/002. PDF and CDF.en.srt
3.3 kB
Chapter 5 SciPy/002. PDF and CDF.mp4
12 MB
Chapter 5 SciPy/003. Convolution.en.srt
4.9 kB
Chapter 5 SciPy/003. Convolution.mp4
17 MB
Chapter 5 SciPy/004. SciPy Exercise.en.srt
1.5 kB
Chapter 5 SciPy/004. SciPy Exercise.mp4
7.8 MB
Chapter 5 SciPy/005. Where to Learn More SciPy.en.srt
11 kB
Chapter 5 SciPy/005. Where to Learn More SciPy.mp4
28 MB
Chapter 6 Machine Learning Basics/001. Machine Learning Section Introduction.en.srt
13 kB
Chapter 6 Machine Learning Basics/001. Machine Learning Section Introduction.mp4
34 MB
Chapter 6 Machine Learning Basics/002. What Is Classification.en.srt
19 kB
Chapter 6 Machine Learning Basics/002. What Is Classification.mp4
50 MB
Chapter 6 Machine Learning Basics/003. Classification in Code.en.srt
19 kB
Chapter 1 Welcome and Logistics/001. Introduction and Outline.en.srt
13 kB
Chapter 6 Machine Learning Basics/004. What Is Regression.en.srt
20 kB
Chapter 6 Machine Learning Basics/004. What Is Regression.mp4
38 MB
Chapter 6 Machine Learning Basics/005. Regression in Code.en.srt
11 kB
Chapter 6 Machine Learning Basics/005. Regression in Code.mp4
42 MB
Chapter 6 Machine Learning Basics/006. What Is a Feature Vector.en.srt
10 kB
Chapter 6 Machine Learning Basics/006. What Is a Feature Vector.mp4
28 MB
Chapter 6 Machine Learning Basics/007. Machine Learning Is Nothing but Geometry.en.srt
7.1 kB
Chapter 6 Machine Learning Basics/007. Machine Learning Is Nothing but Geometry.mp4
18 MB
Chapter 6 Machine Learning Basics/008. All Data Is the Same.en.srt
8.3 kB
Chapter 6 Machine Learning Basics/008. All Data Is the Same.mp4
19 MB
Chapter 6 Machine Learning Basics/009. Comparing Different Machine Learning Models.en.srt
15 kB
Chapter 6 Machine Learning Basics/009. Comparing Different Machine Learning Models.mp4
38 MB
Chapter 6 Machine Learning Basics/010. Machine Learning and Deep Learning Future Topics.en.srt
9.2 kB
Chapter 6 Machine Learning Basics/010. Machine Learning and Deep Learning Future Topics.mp4
31 MB
Chapter 6 Machine Learning Basics/011. Machine Learning Section Summary.en.srt
9.1 kB
Chapter 6 Machine Learning Basics/011. Machine Learning Section Summary.mp4
20 MB