About this certification
The "Artificial Intelligence and Machine Learning: Complete Course with Projects (Video Course)" certification offers a comprehensive pathway to mastering the fundamentals and practical applications of AI and machine learning. Gain skills that enhance productivity, provide a competitive advantage, and prepare you for a future-proof career in this dynamic field. Enroll today to unlock your potential and confidently address real-world challenges using cutting-edge technology.
This certification covers the following topics:
- Artificial Intelligence: Concepts, Stages, and Types
- Core Principles of Machine Learning
- Machine Learning Processes and Key Features
- Types of Machine Learning Algorithms
- Deep Learning and Neural Networks
- Natural Language Processing (NLP) and Applications
- Generative Adversarial Networks (GANs)
- Decision Trees and Random Forests
- K-Nearest Neighbors (KNN) and Naive Bayes
- Support Vector Machines (SVMs) and Clustering Techniques
- Market Basket Analysis and Apriori Algorithm
- Hyperparameter Optimization and Overfitting Solutions
- AI in Real-World Applications and Problem Solving
