AI/ML

The Complete AI & Machine Learning Course

This course will guide you through essential tools and techniques for AI and machine learning, from foundational statistics and data analysis to advanced algorithms and predictive modeling. Perfect for aspiring data scientists and AI enthusiasts, it provides everything you need to excel in a rapidly evolving industry.

  • All levels
  • English, Hindi
Course Description

Welcome to the Artificial Intelligence & Machine Learning Mastery Program (3-4 months)

In this practical, hands-on training, you’ll learn to become a AI & Machine Learning expert with this comprehensive course covering everything from data fundamentals to advanced analytics techniques.

AI and Machine Learning harness advanced algorithms and data analysis techniques to empower systems with decision-making capabilities. They focus on automating tasks, recognizing patterns, and predicting outcomes, enabling industries to optimize processes, personalize experiences, and drive innovation. This transformative field combines statistical foundations with cutting-edge models, unlocking endless possibilities for smarter solutions and efficient decision-making.

What you’ll learn
  • Introduction to AI and Machine Learning
  • Mathematics for Machine Learning
  • Data Preprocessing and Analysis
  • Supervised Learning Algorithms
  • Unsupervised Learning Algorithms
  • Neural Networks and Deep Learning
  • Natural Language Processing (NLP)
  • Advanced Topics
  • Project-Based Learning
What is Artificial Intelligence?
Machine Learning vs. Deep Learning vs. AI
Real-World Applications of AI and ML
Linear Algebra
Calculus
Probability and Statistics
Data Collection and Cleaning
Exploratory Data Analysis (EDA)
Feature Engineering
Regression Techniques
Classification Algorithms
Ensemble Methods
Clustering
Dimensionality Reduction
Association Rule Learning
Introduction to Neural Networks
Deep Learning Architectures
Training Deep Neural Networks
Text Preprocessing
Text Representation
NLP Models and Applications
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This course includes

  • Lectures 5 days a week
  • Duration 3-4 Months
  • Skills Beginner
  • Language English / Hindi
  • Certificate Yes