3 Months Data Science

3 Months Data Science

  • Statistical Foundations
  • Exploratory Data Analysis (EDA)
  • Probability
  • Inferential Statistics
  • Regression- Linear Regression
  • Regression- Logistic Regression
  • Advance Logistic Regression
  • Understanding to Machine Learning
  • Supervised Learning – Classification I
  • Supervised Learning – Classification II
  • Model Selection and Boosting
  • Unsupervised Learning
  • Dimensionality Reduction
  • Association Rules Mining & Recommendation Systems
  • Time Series Analysis
  • Understanding to Deep Learning – Single Layer Perceptron
  • Understanding Multilayer Perceptron
  • Convolutional Neural Network – I
  • Convolutional Neural Network – II
  • One Project
  • Assignments
  • Statistical Foundations
  • Exploratory Data Analysis (EDA)
  • Probability
  • Inferential Statistics
  • Regression- Linear Regression
  • Regression- Logistic Regression
  • Advance Logistic Regression
  • Understanding to Machine Learning
  • Supervised Learning – Classification I
  • Supervised Learning – Classification II
  • Model Selection and Boosting
  • Unsupervised Learning
  • Dimensionality Reduction
  • Association Rules Mining & Recommendation Systems
  • Time Series Analysis
  • Understanding to Deep Learning – Single Layer Perceptron
  • Understanding Multilayer Perceptron
  • Convolutional Neural Network – I
  • Convolutional Neural Network – II
  • One Project
  • Assignments