Machine Learning Interview Preparation Kit with Santhosh Kumar K S

Product Title - Machine Learning Interview Preparation Kit.

Python + Statistics + MySQL + Pandas + Machine Learning + Deep Learning

What is provided-

• Python Programming: 20+ PDF Files
  • Data Types
  • Decision Control Statements
  • Flow Control Statements
  • Functions
  • Exceptions
  • OOPS Concepts

• Statistics: 14+ PDF Files
  • Sampling Techniques
  • Measure of central Tendency
  • Measure of Dispersion
  • Normal Distribution
  • Inferential Statistics
  • Probability

• MySQL: 8+ PDF Files

• Pandas: 10+ PDF Files
  • Series
  • DataFrame
  • Techniques to Treat Missing values
  • Descriptive Statistics

• Machine Learning: 40+ (Jupyter Notebook & PDF Files)
  • ML Life Cycle
  • Missing Values Treatment
  • Outlier Detection and Treatment
  • Feature Encoding
  • Feature Scaling
  • EDA
  • Evaluation Metrics
  • Machine Learning Algorithms
• Deep Learning : 10+ PDF Files
  • Introduction
  • Activation Functions
  • Convolutional Neural Network Concepts
  • Convolution Neural Network Practical