AI & Machine Learning: From Zero to Deep Learning Mastery

Build real-world AI models, master neural networks, and deploy cutting-edge ML solutions – no PhD required!

Instructor

Instructor

D. Tharusha

Last updated

May 2025

AI & Machine Learning: From Zero to Deep Learning Mastery
LKR 7,900.00

Money-back guarantee

This course includes:

  • 2 lessons
  • Full lifetime access
  • Access on mobile and desktop

About This Course

This hands-on course takes you from absolute beginner to AI practitioner by teaching you how to: ✅ Code AI models in Python (TensorFlow, PyTorch, Scikit-learn) ✅ Train & deploy neural networks (CNNs, RNNs, Transformers) ✅ Solve real-world problems (image recognition, NLP, predictive analytics) ✅ Optimize models for performance & scalability ✅ Ethical AI – avoid bias, ensure fairness, and explain AI decisions Who Is This For? 🔹 Aspiring AI/ML Engineers 🔹 Developers transitioning into AI 🔹 Data Scientists upgrading to deep learning 🔹 Tech enthusiasts who want future-proof skills

Course Content

2 sections • 2 lectures
🔹 Math RefresherLinear algebra (vectors, matrices), calculus (gradients), probability (Bayes’ theorem).Why? Essential for understanding ML algorithms.🔹 Python for AINumPy, Pandas, Matplotlib.Project...
🔹 Supervised LearningRegression (predicting house prices), Classification (spam detection).Lab: Build a diabetes prediction model.🔹 Unsupervised LearningClustering (customer segmentation), Dimension...