8.5 Scatter Plot And Bar Plot

This is the Section start of section 8 which is going to describe Matplotlib plotting and Data Visualization in details. Currently you are in Section 8: and Briefly describe sections are:-

Data : https://github.com/gitShubhamSingh/data

Section 1: Introduction
Section 2: Machine Learning 101 (End to End)
Section 3: Machine Learning and Data Science Framework
Section 4: The 2 Paths
Section 5: Data Science Environment Setup
Section 6: Pandas Data Analysis
Section 7: Numpy
Section 8: Matplotlib Plotting and Data Visualization
Section 9: Scikit-learn Creating Machine Learning Model
Section 10: Supervised Learning Classification + Regression
Section 11: Project 1 Supervised Learning ( Classification )
Section 12: Project 2 Supervised Learning ( Time Series Data - Regression)
Section 13: Data Engineering
Section 14: Neural Network, Deep Learning, Transfer Learning, TensorFlow
Section 15: Story Telling + Communication How to present your work
Section 16: Career Advice + Extra Bits
Section 17: Learn Python
Section 18: Learn Python Part 2
Section 19: Bonus Learn Advance Statistics and Mathematics
Section 20: Where to Go from Here
Section 21: Bonus Section

Get Excited, Let's Start...


github : https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/introduction-to-matplotlib-video.ipynb

Matplotlib : https://matplotlib.org/3.1.1/contents.html

Regular Expression : https://regexone.com/

NumPy : https://numpy.org/doc/

Standered Deviation and Variance: https://www.mathsisfun.com/data/standard-deviation.html

Matrix Multiplication : https://www.mathsisfun.com/algebra/matrix-multiplying.html

Matplotlib Exercise : https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/matplotlib-exercises.ipynb

Matplotlib Exercise Solution : https://github.com/mrdbourke/zero-to-mastery-ml/blob/master/section-2-data-science-and-ml-tools/matplotlib-exercises-solutions.ipynb

Basics of NUmpy Arrays : https://jakevdp.github.io/PythonDataScienceHandbook/02.02-the-basics-of-numpy-arrays.html

Numpy and Data Representation : http://jalammar.github.io/visual-numpy/

Numpy Quick Start Tutorial : https://numpy.org/doc/1.17/user/quickstart.html