Artificial Intelligence & Machine Learning

The Artificial Intelligence & Machine Learning course offers a comprehensive introduction to the principles, tools, and practical applications of Artificial Intelligence (AI) and Machine Learning (ML). Designed for students, professionals, and technology enthusiasts, this course equips participants with the skills to develop intelligent systems and leverage machine learning to make data-driven decisions. Course Outline: Introduction to Artificial Intelligence History and evolution of AI Problem-solving, reasoning, and decision-making Knowledge representation and search techniques Fundamentals of natural language processing Machine Learning Foundations Overview of supervised, unsupervised, and reinforcement learning Data preprocessing, feature engineering, and model selection Model training, evaluation, and performance metrics Hands-on Practical Implementation Python programming for AI and ML Working with popular libraries: TensorFlow, Keras, and Scikit-learn Designing, training, and deploying machine learning models Applications of AI and ML Real-world case studies: healthcare, finance, e-commerce, autonomous systems Deploying AI solutions effectively in industry Ethical AI, bias mitigation, and responsible deployment Capstone Projects End-to-end AI and ML projects Solving real-world problems with intelligent solutions Course Duration: 12 Weeks / 36 Hours Course Start Date: September 10, 2025 Mode: Online via Zoom Zoom Link: By the end of this course, participants will have a solid understanding of AI concepts, hands-on experience building machine learning models, and the ability to implement intelligent solutions responsibly across various industries.

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