Creativity & Intelligence

Master AI and Machine Learning through hands-on coding challenges. Practice with real datasets and build intelligent systems.

Machine Learning

Computer Vision

Natural Language

Deep Learning

Master AI Domains

Select a domain to start your hands-on learning journey

Artificial Intelligence

Master the fundamentals of AI including search, reasoning, decision-making, and real-world applications like self-driving cars and intelligent assistants.

10 Challenges Beginner

Machine Learning

Understand algorithms like regression, classification, clustering, and how they power predictions and recommendations.

10 Challenges Beginner

Generative AI

Learn how to create content with AI — including text, art, music, and synthetic media using models like GPT and …

10 Challenges Beginner

Computer Vision

Explore how computers interpret images and videos — from facial recognition to autonomous vehicles and object detection.

10 Challenges Beginner

Deep Learning

Dive deep into neural networks, CNNs, RNNs, and transformers to build powerful models that mimic human intelligence.

10 Challenges Beginner

Natural Language Processing (NLP)

Train AI to understand and generate human language — from chatbots to language translation and sentiment analysis.

10 Challenges Beginner

Pandas

Handle structured data efficiently using Pandas for data cleaning, transformation, analysis, and visualization.

10 Challenges Beginner

NumPy

Work with arrays, matrices, and scientific computation at blazing speed using NumPy — the backbone of numerical computing.

10 Challenges Beginner

Featured Challenges

Hand-picked problems to boost your skills

Accuracy Score

Beginner 60 pts

Calculate accuracy score from true and predicted labels.

Activation Function Derivatives

Beginner 80 pts

Implement derivatives for sigmoid and ReLU activation functions.

Box Plot of Wine Quality

Beginner 100 pts

Create a box plot showing alcohol distribution by wine quality.

Wine Quality

Calculate Accuracy Score

Beginner 125 pts

Calculate accuracy for a wine quality classifier (good/bad).

Wine Quality

Add Specificity

Beginner 30 pts

Make this more specific: 'Write a story'

AI Bias Explanation

Beginner 30 pts

Explain what AI bias means in one sentence.

Add Text to Image

Beginner 75 pts

Add white text 'Hello CV' at position (50,100) with font scale 2 and thickness 2.

Red Square

Bitwise Operations

Intermediate 100 pts

Create a white circle on black background and perform AND operation with another image.

Green Rectangle

Structured Learning Path

Our carefully curated path takes you from fundamentals to advanced AI specialization.

1
Python & Data Science

Master the essential tools and libraries

2
Machine Learning

Learn predictive modeling and algorithms

3
Deep Learning

Build neural networks and complex models

4
Specialization

Focus on your area of interest

View Full Curriculum
AI Learning Path

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