AI & Machine Learning • 8 weeks

Master AI algorithms and deploy real ML projects

Learn Python fundamentals, AI algorithms, data training, LLMs, and build industry-ready projects with OpenCV, Pandas, and Scikit-Learn. Earn perks and a completion certificate.

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Best projects

Image Classification • Predictive Analytics • NLP Chatbot

8 weeks

16 lessons

4.8 Rating

1800+ Students

AI & ML

Powered

Data

Driven

Program snapshot

8 weeks • 16 lessons • Project-first machine learning • Completion certificate

Duration 8 weeks • 16 lessons

Format ML algorithms, data processing, neural networks, LLM implementation

Tech Stack Python • OpenCV • Pandas • Scikit-Learn • TensorFlow basics

Certificate Issued on successful completion

Modules & timeline

Expandable weeks give a quick preview of lessons and deliverables.

Week 1: Python Fundamentals & Setup

Variables, data types, control flow, functions, libraries installation. Setting up data science environment.

Week 2: Data Manipulation with Pandas

DataFrames, data cleaning, exploratory data analysis, visualization techniques.

Week 3: Machine Learning Basics

Supervised vs unsupervised learning, classification, regression, evaluation metrics.

Week 4: Scikit-Learn Mastery

Decision trees, random forests, SVM, clustering algorithms, model validation.

Week 5: Deep Learning Foundations

Neural networks, activation functions, backpropagation, deep learning frameworks introduction.

Week 6: Computer Vision with OpenCV

Image processing, feature detection, object detection, convolutional neural networks.

Week 7: Large Language Models & NLP

Text preprocessing, tokenization, embeddings, LLM basics, transformer architectures.

Week 8: Project Deploy & Optimization

Model optimization, deployment strategies, performance tuning, project demonstrations.

Best projects

AI/ML project trilogy

Build three production-level projects combining computer vision, predictive analytics, and natural language processing.

Computer Vision Data Analytics NLP

Image Classification System
Build a CNN-powered classifier using OpenCV and TensorFlow. Train on datasets, evaluate accuracy, deploy with real-time predictions.
Predictive Analytics Dashboard
Process structured data with Pandas, build ML models with Scikit-Learn, create interactive visualizations and forecasts.
AI-Powered Chatbot
Implement NLP techniques, train on datasets, integrate LLM basics, deploy interactive conversational AI application.