AI Foundations Program
Perfect entry point for newcomers to artificial intelligence. Master Python programming, mathematical foundations, and build your first neural network from scratch.
What You'll Learn
Comprehensive foundation in AI and machine learning fundamentals
Python Programming Mastery
From basic syntax to advanced data structures, functions, and object-oriented programming specifically for AI applications.
- Variables, loops, and conditions
- Functions and data structures
- NumPy and Pandas for data science
- Matplotlib for data visualization
Mathematics for ML
Essential mathematical concepts including linear algebra, statistics, and calculus needed for machine learning.
- Linear algebra fundamentals
- Statistics and probability
- Basic calculus concepts
- Mathematical optimization
Your First Neural Network
Build and train your first neural network from scratch, understanding every component and how they work together.
- Perceptrons and neural architecture
- Backpropagation algorithm
- Training and validation
- Model evaluation metrics
6-Week Curriculum Breakdown
Step-by-step progression from beginner to building neural networks
Python Fundamentals & Environment Setup
Master Python basics, set up your development environment, and get comfortable with Jupyter notebooks.
Data Science Libraries
Dive deep into NumPy, Pandas, and Matplotlib for data manipulation and visualization.
Mathematics for Machine Learning
Essential math concepts including linear algebra, statistics, and basic calculus.
Introduction to Machine Learning
Core ML concepts, supervised vs unsupervised learning, and your first algorithms.
Neural Networks from Scratch
Build your first neural network without frameworks to understand the fundamentals.
Introduction to TensorFlow
Learn industry-standard frameworks and deploy your first model.
Learn from Industry Expert
Dr. Elena Vasquez
Lead AI Instructor & Former Google Brain Engineer
Dr. Vasquez brings 8+ years of experience building production AI systems at Google Brain. She's passionate about making AI accessible to everyone and has helped over 1,200 students start their AI careers.
"The foundations program is designed to take complete beginners and give them the confidence to tackle real AI problems. Every concept is taught through hands-on coding and practical examples."
Student Success Stories
Real career transformations from our AI Foundations graduates
"Started with zero programming experience. Six weeks later, I built my first neural network and landed an AI internship at a startup. The step-by-step approach made everything click."
Maria Rodriguez
Now: Junior ML Engineer at TechFlow
Career Jump: Marketing → AI Engineering
"The math explanations were incredible. Complex concepts like backpropagation became intuitive. I now understand AI from the ground up and feel confident building models."
James Kim
Now: Data Scientist at FinanceAI
Career Jump: Finance Analyst → Data Science
"Perfect pace for working professionals. The practical projects kept me engaged, and the career support helped me transition smoothly into my new AI role."
Sarah Johnson
Now: AI Product Manager at InnovateCorp
Career Jump: Project Manager → AI PM
Schedule & Time Commitment
- 3 live sessions per week (2 hours each)
- Self-paced assignments (5-8 hours weekly)
- Weekend project workshops
- Flexible schedule for working professionals
Tools & Technologies
- Python 3.8+ with Jupyter Notebooks
- NumPy, Pandas, Matplotlib
- Scikit-learn for ML algorithms
- TensorFlow for neural networks
Prerequisites
- High school mathematics
- Basic computer literacy
- No programming experience required
- Passion for learning AI!
Ready to Start Your AI Journey?
Join 824 successful graduates who transformed their careers with our AI Foundations Program
AI Foundations Program
One-time payment or 3 monthly installments
Next cohort starts in 2 weeks