Name: Hands-On Data Science | Machine Learning in Python

Duration: 40Hrs (Generally done in 5days)

Objectives: This course is designed to help individuals to learn the basics of Data Science and Machine Learning, such as how to create a machine learning model, clean data, data preprocessing, python programming et al.

Machine Learning and Data Sciences lays the foundation of Artificial Intelligence and helps businesses to in solving complex problems, in return generating greater value.

Prerequisites: Basic know how of computer programming in general, mathematics and statistics.

Training Delivery medium: Classroom, Live Virtual Instructor Led

Course Outline:

• Python Programing
  • Introduction
  • Variables and Data Types
  • Conditional Statements and Loops
  • Control Statements
  • Functions
  • Modules and Packages
  • Classes and Objects
  • Files and Exception Handling
• Data Science
  • Getting started with Python Libraries
  • Numpy Arrays
  • Working with Pandas
  • Data Loading, Storing and File Format
  • Statistics and Linear Algebra
  • Data Visualization
  • Working with Big Data
• Machine Learning
  • Introduction
  • Regression based Learning
  • Clustering based Learning
  • Data Mining
  • Sentiment Analysis
  • Natural Language Processing
  • Introduction to OpenCV
  • Support Vector Machines
  • Neural Networks