Python & Machine Learning Online Course by Vandana Shivaji Borate

The Python & Machine Learning Online Course by Vandana Shivaji Borate is a comprehensive program designed to help learners build strong programming foundations and advance toward real-world application development and data-driven solutions.

This course covers basic to advanced Python concepts, along with Machine Learning fundamentals, MySQL database management, HTML5, CSS3, and essential supporting technologies like Linux and Shell Scripting. It is ideal for students, aspiring developers, and professionals who want to gain full-stack programming knowledge combined with analytical and machine learning skills.

Delivered in online mode, the course focuses on practical implementation, logical thinking, and hands-on exercises.

What Students Will Learn

Core & Advanced Python Programming

• Python basics: variables, data types, operators

• Control statements and loops

• Functions and modular programming

• Object-Oriented Programming (OOP) concepts

• File handling and exception handling

• Advanced Python concepts

• Practical coding exercises

• Full Python programming workflow

Machine Learning Fundamentals

• Introduction to Machine Learning

• Understanding datasets and preprocessing basics

• Data analysis using aggregation functions

• Basic ML concepts and workflow

• Implementing simple ML models using Python

Data Analysis & SQL

• SQL fundamentals

• Writing queries and using aggregation functions

• Working with MySQL databases

• Data retrieval and manipulation

• Connecting Python with MySQL

Web Development (HTML5 & CSS3)

• HTML5 structure and elements

• Forms, tables, and layouts

• CSS3 styling and design principles

• Building responsive web pages

• Integrating backend logic with Flask (basic introduction)

Supporting Technologies

• Linux basics

• Shell Scripting fundamentals

• Basic and Advanced Excel concepts for data handling

This multi-technology approach ensures learners gain practical exposure across programming, databases, web development, and machine learning.

Teaching Method

The course is conducted in online live sessions with a strong emphasis on practical implementation.

Teaching includes:

• Step-by-step concept explanation

• Live coding demonstrations

• Hands-on programming assignments

• Real-time database practice

• Mini projects integrating Python, MySQL, and web development

• Interactive doubt-solving sessions

The goal is to help students not just learn syntax but understand real-world application flow.

Why This Tutor

Vandana Shivaji Borate offers a structured learning experience covering multiple interconnected technologies. The course is designed to provide both programming depth and applied knowledge across Python, Machine Learning, databases, and frontend development.

Benefits / Outcomes

By completing this course, learners will:

• Develop strong fundamentals in Python programming

• Understand core Machine Learning concepts

• Build database-driven applications using MySQL

• Create web pages using HTML5 and CSS3

• Improve analytical and logical thinking

• Gain multi-skill exposure valuable for IT and tech careers

This course is suitable for beginners starting from scratch as well as learners looking to advance their Python and Machine Learning skills.