AI Developer Launchpad
Build a solid technical foundation in Python, machine learning, and applied AI to launch a career in data science or AI.
🎯 Ideal For
Course Curriculum
This track includes 6 comprehensive courses
Flexible Learning: You can take any course individually or complete the entire track to earn the Certified AI & Machine Learning Practitioner.
Python Programming for AI
Master Python fundamentals and AI libraries.
Key Topics:
- •Core Python: Variables, loops, data structures, functions, OOP
- •AI Libraries: NumPy, Pandas, Matplotlib
Mathematics & Statistics for AI
Build mathematical foundations for machine learning.
Key Topics:
- •Core Concepts: Linear algebra, probability
- •Statistics: Hypothesis testing, distributions
- •Optimization: Gradient descent, cost functions
Data Analysis & Visualization
Master data workflows and storytelling with data.
Key Topics:
- •Data Workflow: Cleaning, feature engineering, EDA
- •Advanced Visualization: Seaborn, Plotly
- •Communication: Present insights effectively
Machine Learning Foundations
Learn core ML algorithms and model evaluation.
Key Topics:
- •Algorithms: Regression, Classification, Clustering
- •Model Training: Train/test splits, cross-validation
- •Metrics: Accuracy, precision, recall, F1-score, RMSE
- •Scikit-learn: Build models efficiently
Introduction to Deep Learning
Build neural networks and understand deep learning.
Key Topics:
- •Core Concepts: Neurons, layers, activation functions
- •Architectures: CNNs for images, RNNs for sequences
- •Frameworks: PyTorch or TensorFlow
Building Your AI Career & Portfolio
Create a professional portfolio and prepare for interviews.
Key Topics:
- •Version Control: Git & GitHub
- •Personal Branding: AI-focused resume and LinkedIn
- •Interview Prep: Technical questions practice
Complete the Track, Earn Your Certification
Finish all 6 courses in this track to receive:
This industry-recognized certification validates your skills and demonstrates your expertise in ai developer launchpad to employers and clients.
Note: Individual courses do not include certification. Complete the full track to earn your certificate.
What You'll Get
Live Cohort Sessions
Learn with peers in scheduled live sessions with real-time interaction
Hands-On Projects
Build real-world applications with expert guidance and feedback
After-Class Discussion
Continue learning with dedicated Q&A and peer collaboration
Expert Feedback
Receive personalized feedback on all your projects and assignments
Ready to Start Learning?
Enroll in individual courses or commit to the full track for certification
Enroll →