Machine Learning Made Easy : Beginner to Expert using Python

Learn Machine Learning Algorithms using Python from experts with hands on examples, practice sessions and projects.

Created by: Venkata Reddy AI Classes
Data Science starts here!

What Will I Learn?

• Python Programming, Data Handling and Cleaning, Basic Statistics, Classical ML Algorithms, Model Selection & Validation, Advanced ML Algorithms.
• Write your own Python scripts and work in Python Environment.
• Import, manipulate, clean up, sanitize and export datasets.
• Understand basic statistics and implement using Python.
• Understand data science life cycle while understanding steps of building, validating, improving and implementing the machine learning models.
• Do powerful analysis on data, find insights and present them in visual manner.
• Know how each machine learning algorithm works and which one to choose according to the type of problem.
• Build more than one powerful machine learning model and be able to select the best one and improve it further.

Requirements

• Familiarity with high school mathematics.

Target audience

• Anyone interested in Data Science and Machine Learning.
• Students who want a head start in Data Science field.
• Data analysts who want to upgrade their skills in Machine Learning.
• People who want to add value to their work and business by using Machine Learning.
• People with basics understanding of classical machine learning algorithms like linear regression or logistic regression, but want to learn more about it.
• People interested in understanding application of machine learning algorithms on real business problems.
• People interested in understanding how a machine learning algorithm works and what's the math behind it.