Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python
大小
1.02 GB
文件数
84
Info Hash:
82EA4B2F6C604D277FB4194AA4409AD7257A9A32
收录时间
2025-12-17 16:46:50
更新时间
2025-12-19 21:23:58
文件列表 (84)
Chapter 6 Machine Learning Basics/003. Classification in Code.mp4
81 MB
Chapter 1 Welcome and Logistics/001. Introduction and Outline.mp4
43.24 MB
Chapter 1 Welcome and Logistics/002. Course Resources.en.srt
5.44 KB
Chapter 1 Welcome and Logistics/002. Course Resources.mp4
16.15 MB
Chapter 2 NumPy/001. NumPy Section Introduction.en.srt
9.04 KB
Chapter 2 NumPy/001. NumPy Section Introduction.mp4
17.77 MB
Chapter 2 NumPy/002. Arrays Versus Lists.en.srt
16.55 KB
Chapter 2 NumPy/002. Arrays Versus Lists.mp4
37.93 MB
Chapter 2 NumPy/003. Dot Product.en.srt
7.84 KB
Chapter 2 NumPy/003. Dot Product.mp4
21.33 MB
Chapter 2 NumPy/004. Speed Test.en.srt
4.19 KB
Chapter 2 NumPy/004. Speed Test.mp4
13.52 MB
Chapter 2 NumPy/005. Matrices.en.srt
18.32 KB
Chapter 2 NumPy/005. Matrices.mp4
42.73 MB
Chapter 2 NumPy/006. Solving Linear Systems.en.srt
4.38 KB
Chapter 2 NumPy/006. Solving Linear Systems.mp4
13.62 MB
Chapter 2 NumPy/007. Generating Data.en.srt
19.9 KB
Chapter 2 NumPy/007. Generating Data.mp4
47.79 MB
Chapter 2 NumPy/008. NumPy Exercise.en.srt
1.27 KB
Chapter 2 NumPy/008. NumPy Exercise.mp4
5.98 MB
Chapter 2 NumPy/009. Where to Learn More NumPy.en.srt
11.65 KB
Chapter 2 NumPy/009. Where to Learn More NumPy.mp4
31.18 MB
Chapter 2 NumPy/010. Suggestion Box.en.srt
5.4 KB
Chapter 2 NumPy/010. Suggestion Box.mp4
17.35 MB
Chapter 3 Matplotlib/001. Matplotlib Section Introduction.en.srt
4.42 KB
Chapter 3 Matplotlib/001. Matplotlib Section Introduction.mp4
13.59 MB
Chapter 3 Matplotlib/002. Line Chart.en.srt
4.03 KB
Chapter 3 Matplotlib/002. Line Chart.mp4
13.64 MB
Chapter 3 Matplotlib/003. Scatterplot.en.srt
5.54 KB
Chapter 3 Matplotlib/003. Scatterplot.mp4
15.38 MB
Chapter 3 Matplotlib/004. Histogram.en.srt
2.58 KB
Chapter 3 Matplotlib/004. Histogram.mp4
10.1 MB
Chapter 3 Matplotlib/005. Plotting Images.en.srt
9.7 KB
Chapter 3 Matplotlib/005. Plotting Images.mp4
27.73 MB
Chapter 3 Matplotlib/006. Matplotlib Exercise.en.srt
2.63 KB
Chapter 3 Matplotlib/006. Matplotlib Exercise.mp4
11.37 MB
Chapter 3 Matplotlib/007. Where to Learn More Matplotlib.en.srt
20.2 KB
Chapter 3 Matplotlib/007. Where to Learn More Matplotlib.mp4
53.25 MB
Chapter 4 Pandas/001. Pandas Section Introduction.en.srt
1.99 KB
Chapter 4 Pandas/001. Pandas Section Introduction.mp4
7.8 MB
Chapter 4 Pandas/002. Loading in Data.en.srt
4.41 KB
Chapter 4 Pandas/002. Loading in Data.mp4
18.69 MB
Chapter 4 Pandas/003. Selecting Rows and Columns.en.srt
11.39 KB
Chapter 4 Pandas/003. Selecting Rows and Columns.mp4
33.98 MB
Chapter 4 Pandas/004. The apply() Function.en.srt
3.09 KB
Chapter 4 Pandas/004. The apply() Function.mp4
10.55 MB
Chapter 4 Pandas/005. Plotting with Pandas.en.srt
2.93 KB
Chapter 4 Pandas/005. Plotting with Pandas.mp4
11.37 MB
Chapter 4 Pandas/006. Pandas Exercise.en.srt
3.34 KB
Chapter 4 Pandas/006. Pandas Exercise.mp4
12.86 MB
Chapter 4 Pandas/007. Where to Learn More Pandas.en.srt
6.73 KB
Chapter 4 Pandas/007. Where to Learn More Pandas.mp4
20.28 MB
Chapter 5 SciPy/001. SciPy Section Introduction.en.srt
2.04 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
12.16 MB
Chapter 5 SciPy/003. Convolution.en.srt
4.85 KB
Chapter 5 SciPy/003. Convolution.mp4
17.26 MB
Chapter 5 SciPy/004. SciPy Exercise.en.srt
1.52 KB
Chapter 5 SciPy/004. SciPy Exercise.mp4
7.81 MB
Chapter 5 SciPy/005. Where to Learn More SciPy.en.srt
11.37 KB
Chapter 5 SciPy/005. Where to Learn More SciPy.mp4
28.3 MB
Chapter 6 Machine Learning Basics/001. Machine Learning Section Introduction.en.srt
12.77 KB
Chapter 6 Machine Learning Basics/001. Machine Learning Section Introduction.mp4
33.59 MB
Chapter 6 Machine Learning Basics/002. What Is Classification.en.srt
19.38 KB
Chapter 6 Machine Learning Basics/002. What Is Classification.mp4
49.77 MB
Chapter 6 Machine Learning Basics/003. Classification in Code.en.srt
18.91 KB
Chapter 1 Welcome and Logistics/001. Introduction and Outline.en.srt
13.04 KB
Chapter 6 Machine Learning Basics/004. What Is Regression.en.srt
19.53 KB
Chapter 6 Machine Learning Basics/004. What Is Regression.mp4
37.88 MB
Chapter 6 Machine Learning Basics/005. Regression in Code.en.srt
11.05 KB
Chapter 6 Machine Learning Basics/005. Regression in Code.mp4
41.5 MB
Chapter 6 Machine Learning Basics/006. What Is a Feature Vector.en.srt
10.5 KB
Chapter 6 Machine Learning Basics/006. What Is a Feature Vector.mp4
27.65 MB
Chapter 6 Machine Learning Basics/007. Machine Learning Is Nothing but Geometry.en.srt
7.06 KB
Chapter 6 Machine Learning Basics/007. Machine Learning Is Nothing but Geometry.mp4
18.05 MB
Chapter 6 Machine Learning Basics/008. All Data Is the Same.en.srt
8.32 KB
Chapter 6 Machine Learning Basics/008. All Data Is the Same.mp4
19.43 MB
Chapter 6 Machine Learning Basics/009. Comparing Different Machine Learning Models.en.srt
15.41 KB
Chapter 6 Machine Learning Basics/009. Comparing Different Machine Learning Models.mp4
38.1 MB
Chapter 6 Machine Learning Basics/010. Machine Learning and Deep Learning Future Topics.en.srt
9.19 KB
Chapter 6 Machine Learning Basics/010. Machine Learning and Deep Learning Future Topics.mp4
31.2 MB
Chapter 6 Machine Learning Basics/011. Machine Learning Section Summary.en.srt
9.12 KB
Chapter 6 Machine Learning Basics/011. Machine Learning Section Summary.mp4
20.3 MB