I Empower Industry Experts, PhD Graduates, and Engineers To

Master Data Science Skills and Excel in Your Careers

Ready to Transition into Hands-On Data Science? Get Started with My 4-Week Intensive Training Program Today!

Training is Suitable for you if: 

Individuals:

• 👤Industry Experts: You are an industry expert whose company wants to train in ML and AI to leverage your domain knowledge with advanced data science skills.

• 👤 Professionals and PhD Graduates: You are a professional (e.g., Finance Expert, IT Specialist) or a recent PhD graduate aiming to move into a data science role

• 👤 Data Scientists: You are a data scientist with limited real-life project experience seeking to apply best practices.

Companies:

• 👤 Upskilling Internal Talent: You are a company looking to upskill your internal talent in machine learning and AI to avoid the lengthy process of onboarding external data scientists who need to learn your business.

Join My Hands-On Training

AI SOLUTIONS MASTERY

AI Practitioner (Plus)

⌛4-Weeks - 12 hours Lessons

Starts 1st of Every Month

You Learn:

• Business Understanding
• Data Understanding & EDA: Exploratory data analysis using Pandas, Matplotlib, Seaborn, and NetworkX.
• Data Preparation: Prepare data for modeling.
• Feature Engineering: Implement advanced feature engineering techniques.
• Modelling: Build Build AI models (9 Supervised Learning; Deep Learning: TensorFlow, Keras; Unsupervised Learning: Anomaly Detection; Clustering).
• Model Fine-Tuning: Hyperparameter tuning using Hyperopt.
• Evaluation / Comparison: Compare using classification metrics such as AUCPR to select the best performer.
• AI Fairness: Explore different types of parity to ensure fairness in AI models (FairLearn).
• AI Explainability: Understand model decisions (SHAP).
• Deployment: Develop and deploy models using web applications (Streamlit).