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
- Introduction to Python
- Basics of Python
- Numpy
- Pandas
- Statistics
- 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