Data Science Prerequisites Numpy Matplotlib and Pandas in Python | 82EA4B2F6C604D277FB4194AA4409AD7257A9A32

Data Science Prerequisites Numpy Matplotlib and Pandas in Python

Name	Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	1.1 GB
Total Files	84
Last Seen
Hash	82EA4B2F6C604D277FB4194AA4409AD7257A9A32

/Chapter 6 Machine Learning Basics/
003. Classification in Code.mp4	84.9 MB
001. Machine Learning Section Introduction.en.srt	13.1 KB
001. Machine Learning Section Introduction.mp4	35.2 MB
002. What Is Classification.en.srt	19.8 KB
002. What Is Classification.mp4	52.2 MB
003. Classification in Code.en.srt	19.4 KB
004. What Is Regression.en.srt	20.0 KB
004. What Is Regression.mp4	39.7 MB
005. Regression in Code.en.srt	11.3 KB
005. Regression in Code.mp4	43.5 MB
006. What Is a Feature Vector.en.srt	10.7 KB
006. What Is a Feature Vector.mp4	29.0 MB
007. Machine Learning Is Nothing but Geometry.en.srt	7.2 KB
007. Machine Learning Is Nothing but Geometry.mp4	18.9 MB
008. All Data Is the Same.en.srt	8.5 KB
008. All Data Is the Same.mp4	20.4 MB
009. Comparing Different Machine Learning Models.en.srt	15.8 KB
009. Comparing Different Machine Learning Models.mp4	39.9 MB
010. Machine Learning and Deep Learning Future Topics.en.srt	9.4 KB
010. Machine Learning and Deep Learning Future Topics.mp4	32.7 MB
011. Machine Learning Section Summary.en.srt	9.3 KB
011. Machine Learning Section Summary.mp4	21.3 MB
/Chapter 1 Welcome and Logistics/
001. Introduction and Outline.mp4	45.3 MB
002. Course Resources.en.srt	5.6 KB
002. Course Resources.mp4	16.9 MB
001. Introduction and Outline.en.srt	13.4 KB
/Chapter 2 NumPy/
001. NumPy Section Introduction.en.srt	9.3 KB
001. NumPy Section Introduction.mp4	18.6 MB
002. Arrays Versus Lists.en.srt	16.9 KB
002. Arrays Versus Lists.mp4	39.8 MB
003. Dot Product.en.srt	8.0 KB
003. Dot Product.mp4	22.4 MB
004. Speed Test.en.srt	4.3 KB
004. Speed Test.mp4	14.2 MB
005. Matrices.en.srt	18.8 KB
005. Matrices.mp4	44.8 MB
006. Solving Linear Systems.en.srt	4.5 KB
006. Solving Linear Systems.mp4	14.3 MB
007. Generating Data.en.srt	20.4 KB
007. Generating Data.mp4	50.1 MB
008. NumPy Exercise.en.srt	1.3 KB
008. NumPy Exercise.mp4	6.3 MB
009. Where to Learn More NumPy.en.srt	11.9 KB
009. Where to Learn More NumPy.mp4	32.7 MB
010. Suggestion Box.en.srt	5.5 KB
010. Suggestion Box.mp4	18.2 MB
/Chapter 3 Matplotlib/
001. Matplotlib Section Introduction.en.srt	4.5 KB
001. Matplotlib Section Introduction.mp4	14.3 MB
002. Line Chart.en.srt	4.1 KB
002. Line Chart.mp4	14.3 MB
003. Scatterplot.en.srt	5.7 KB
003. Scatterplot.mp4	16.1 MB
004. Histogram.en.srt	2.6 KB
004. Histogram.mp4	10.6 MB
005. Plotting Images.en.srt	9.9 KB
005. Plotting Images.mp4	29.1 MB
006. Matplotlib Exercise.en.srt	2.7 KB
006. Matplotlib Exercise.mp4	11.9 MB
007. Where to Learn More Matplotlib.en.srt	20.7 KB
007. Where to Learn More Matplotlib.mp4	55.8 MB
/Chapter 4 Pandas/
001. Pandas Section Introduction.en.srt	2.0 KB
001. Pandas Section Introduction.mp4	8.2 MB
002. Loading in Data.en.srt	4.5 KB
002. Loading in Data.mp4	19.6 MB
003. Selecting Rows and Columns.en.srt	11.7 KB
003. Selecting Rows and Columns.mp4	35.6 MB
004. The apply() Function.en.srt	3.2 KB
004. The apply() Function.mp4	11.1 MB
005. Plotting with Pandas.en.srt	3.0 KB
005. Plotting with Pandas.mp4	11.9 MB
006. Pandas Exercise.en.srt	3.4 KB
006. Pandas Exercise.mp4	13.5 MB
007. Where to Learn More Pandas.en.srt	6.9 KB
007. Where to Learn More Pandas.mp4	21.3 MB
/Chapter 5 SciPy/
001. SciPy Section Introduction.en.srt	2.1 KB
001. SciPy Section Introduction.mp4	8.9 MB
002. PDF and CDF.en.srt	3.4 KB
002. PDF and CDF.mp4	12.7 MB
003. Convolution.en.srt	5.0 KB
003. Convolution.mp4	18.1 MB
004. SciPy Exercise.en.srt	1.6 KB
004. SciPy Exercise.mp4	8.2 MB
005. Where to Learn More SciPy.en.srt	11.6 KB
005. Where to Learn More SciPy.mp4	29.7 MB
Total files 84