Duration
8 weeks intensive
20+ hours/week
Class Size
Max 15 participants
1:1 mentoring included
Format
Hands-on projects
Live coding sessions
Certification
Professional certificate
Portfolio projects
Bootcamp Overview
What You'll Master
Supervised & Unsupervised Learning
Master classification, regression, clustering, and dimensionality reduction
Neural Networks & Deep Learning
Build and train CNNs, RNNs, and transformer models
Model Training & Evaluation
Advanced techniques for optimisation, validation, and testing
Production Deployment
Deploy models using MLOps best practices and cloud platforms
Who Should Attend
- Software developers transitioning to ML
- Data analysts advancing their skills
- Engineers interested in AI/ML
- Technical professionals seeking career change
- Recent graduates in STEM fields
Prerequisites
Basic programming experience (Python preferred), understanding of statistics and linear algebra helpful but not required.
8-Week Curriculum
Foundation & Core Algorithms
- Python for ML & data manipulation
- Linear & logistic regression
- Decision trees & random forests
- Support vector machines
Advanced Techniques
- Ensemble methods & boosting
- Clustering algorithms
- Dimensionality reduction
- Feature engineering
Deep Learning
- Neural network fundamentals
- Convolutional Neural Networks
- Recurrent Neural Networks
- Transfer learning
Production & Projects
- Model deployment strategies
- MLOps & monitoring
- Cloud ML platforms
- Capstone project
Real-World Projects
Predictive Analytics
Build a customer churn prediction system using ensemble methods
Computer Vision
Create an image classification system using CNNs
NLP Application
Develop a sentiment analysis tool for social media data
Time Series
Forecast sales using LSTM neural networks
Recommendation System
Build a collaborative filtering recommender
Capstone Project
End-to-end ML solution of your choice
Tools & Technologies
Languages
Python, SQL, R
Libraries
TensorFlow, PyTorch, Scikit-learn, Pandas
Platforms
AWS, Google Cloud, Azure ML
Tools
Jupyter, Git, Docker, MLflow
Investment
Payment plans available • Early bird discount 20% off
Upcoming Bootcamps
February 2025 Cohort
Starts February 3, 2025
Only 3 spots left!
April 2025 Cohort
Starts April 7, 2025
Registration open
Need more information? Schedule a consultation with our advisors.