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DataScience

Data Science - Learn from data and apply the learned patterns to predict unknown values. Examples of data science projects include:

* Fraud detection
* Contextual bots
* Facebook fake news detection
* YouTube fake videos detection
* Amazon recommendations

In this repo, you will find various machine learning algorithms brief theory and usecases

Topics include

  1. Introduction to Python
    • Basics of Python
    • Numpy
    • Pandas
  2. Statistics
  3. Machine Learning
    • Linear Regression
    • Logistic Regression
    • Decision Trees
    • Random Forests
    • Natural Language Processing
    • K-Nearest Neighbors
    • Clustering
    • Support Vector Machines
    • Recommender Systems
    • Dimensionality Reduction
    • Ensemble Methods
    • Neural Networks

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