Python For DataScience and Machine Learning Bootcamp

[robinkiplangat]

Python for data science and machine learning Bootcamp

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[x] Python Crash Course

[x] Python for Data Analysis - NumPy

[] Python for Data Analysis - Pandas

[] Python for Data Analysis - Pandas Exercises

[] Python for Data Visualization - Matplotlib

[] Python for Data Visualization - Seaborn

[] Python for Data Visualization - Pandas Built-in Data Visualization

[] Python for Data Visualization - Plotly and Cufflinks

[] Python for Data Visualization - Geographical Plotting

[] Data Capstone Project

[] Introduction to Machine Learning

[] Linear Regression

[] Cross-Validation and Bias-Variance Trade-Off

[] Logistic Regression

[] K Nearest Neighbors

[] Decision Trees and Random Forests

[] Support Vector Machines

[] K Means Clustering

[] Principal Component Analysis

[] Recommender Systems

[] Natural Language Processing

[] Big Data and Spark with Python

[] Neural Nets and Deep Learning

[pull-assistant]

Best reviewed: commit by commit

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Optimal code review plan (1 warning)

     add description

     getting started on python

     avoing pushing notebooks checkpoints

     python intro exercises

     add description

     add Numpy description

     numpy 01

update description

..._ML_Bootcamp/2_NumPy/README.md 44% changes removed in update description

     update description

     Numpy indexing and selection

     NumPy Operations

     add Numpy exercises

     add Pandas Description

     intro to Pandas

     working with Pandas Series

     update description with checklist

     Pandas selection -> Multi_Indexing

     dealling with missing data

     groupby function

     Merging, Joining, and Concatenating

     pandas operations

     Data Input and Output

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