What is a Go Game? What is AlphaGo? Background and history of AlphaGo Who is Lee Sedol? AlphaGo vs Lee Sedol case study Further Development in AlphaGo Application of AlphaGo in Game Strategies Impact and Legacy Conclusion What is Go Game? Go is an ancient board game originating from China over 2,500 years ago, renowned for its...

The Rise of Deep Learning Smarter Machines – Automation and Robotics The Voice Revolution – Speech Recognition and Natural Language Processing Vision Beyond Sight – Deep Learning in Computer Vision Personalized Worlds – Recommendation Systems Healthcare Transformed – AI in Medicine and Diagnosis The Art of Intelligence – Creativity...

Introduction to Machine Learning Machine Learning Overview What is Machine Learning and How Does It Work? Machine Learning and Neural Networks Machine Learning in Agriculture Supervised and Unsupervised Machine Learning Fraud Detection Using Machine Learning Conclusion Introduction to Machine Learning In today's...

Understanding Deep Learning The Rise of Deep Learning How Deep Learning Works Key Components of Deep Learning Systems Applications Across Industries Opportunities Created by Deep Learning Challenges and Limitations Ethical and Societal Implications The Future of Deep Learning Understanding Deep Learning Deep learning is a subset of...

Introduction to Machine Learning. Why is machine learning such a hot technology? What machine learning is and why it's so effective. There are 3 kinds of machine learning. What is supervised and unsupervised? What is reinforcement learning? Differences between supervised and unsupervised Learning. Applications of Machine...

Deep Learning How do Spark and TensorFlow Simplify Deep Learning Large-Scale Feature Engineering and Data Preprocessing Two use cases and explain how you can use Spark Hyperparameter Tuning How do you choose the Right Hyperparameter? Monitoring and Debugging Distributed Deep Learning Jobs Deploying the Model and scale ...

Introduction to Classification Metrics What is ROC Curve? True Positive Rate and False Positive Rate Understanding AUC Drawing ROC Curve in Python ROC vs Precision-Recall Curve Threshold Tuning Use in Model Comparison Multi-class ROC Curves Interpretation Challenges Summary Introduction to Classification...

Introduction to Decision Tree Algorithm Tree Structure and Terminology Splitting Criteria (Gini, Entropy) Overfitting and Pruning Decision Tree Algorithm in Classification and Regression Implementation in Python Visualizing Decision Trees Applications in Industry Ensemble Methods (Random Forest, Boosting) Hyperparameter...

Introduction to Random Forest Algorithm Ensemble Learning Basics Working of Random Forest Algorithm Decision Trees in Random Forest Algorithm Feature Importance and Selection Implementing Random Forest in Python (scikit learn) Hyperparameter Tuning Evaluation Metrics (Accuracy, ROC, etc.) Use Cases (Finance, Healthcare, etc.) ...

Introduction to Deep Learning Difference Between ML and Deep Learning Neural Network Basics Activation Functions and Optimizers Feedforward vs Recurrent Neural Networks Convolutional Neural Networks (CNNs) Overfitting and Regularization Building a Deep Learning Model Step-by-Step Real-World Applications Future Scope ...