Data Science with Harsha

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Achyuthuni Sri Harsha

Welcome to the Harsha's blog on data science.

Harsha is a data science consultant working at Deloitte. He is currently pursuing masters from Imperial College London in Business Analytics and is an alumnus of IIM Bangalore. He has 4 years of experience in data science and machine learning, mainly in the manufacturing and retail sectors.

Data Science with Harsha

Home
Resume
Blog
Blog
- Visualization
  Visualization
- Statistics basics
  Statistics basics
- Hypothesis Testing
  Hypothesis Testing
- Factor Analysis
  Factor Analysis
  - Curse of dimensionality
  - Exploratory factor analysis (R)
- Prediction algorithms
  Prediction algorithms
  - Classification Algorithms
    Classification Algorithms
    
    Logistic Regression (R)
    
    CHAID Decision Trees (R)
    
    CART Classification (R)
  - Regression Algorithms
    Regression Algorithms
    
    Part and partial correlation
    
    Linear Regression (R)
- Preprocessing data
  Preprocessing data
- Machine Learning
  Machine Learning
- Time Series forecasting
  Time Series forecasting
- Deep learning
  Deep learning
  - Artificial Neural Network (Theory)
  - The math behind ANN
- Prescriptive Analytics
  Prescriptive Analytics
- Clustering
  Clustering
  - Hierarchical Clustering
  - K-Means Clustering
- Reinforcement Learning
  Reinforcement Learning
  - Customer Lifetime Value
  - Recommendation Systems
- Networks
  Networks
- Deployment
  Deployment
- Higher education review
  Higher education review
  - IIMB BAI
  - Part-time DS masters
- External blogs
  External blogs
- Projects
  Projects