Python – 20 hrs
Programming concepts
File Processing
Data Visualization
Cleansing of data
Exploratory Data Analysis
Statistical Methods for Decision Making 10 hrs
Descriptive Statistics
Probability Distributions
Hypothesis Testing & Estimation
Goodness of Fit
Inferential Statistics 10 hrs
Analysis of Variance
Regression Analysis
Dimension Reduction Techniques
Machine Learning 15 hrs
Clustering
Decision Trees
Random Forest
Multiple Linear & Logistic Regression LDA
Capstone Project 5 hrs
Course Features
- Lectures 0
- Quizzes 0
- Duration 60 hours
- Skill level All levels
- Language English
- Students 0
- Assessments Yes
