Introduction to AI and ML

Service Description

The "Introduction to Artificial Intelligence and Machine Learning" course is meticulously crafted for Seniors to embark on a journey into the realm of AI & ML. Through this course, students will explore how machines learn from data, make decisions, and understand the core concepts that are driving the next wave of technological innovation. Modules: Module 1: Digital Information and Data Handling - Dive into the digital world, understanding data representation, encryption, and the essentials of data structuring, cleaning, and exploration. Module 2: Introduction to AI and ML - Uncover the basics of AI and ML, understanding how machines learn, and the various types of learning including supervised and unsupervised learning. Module 3: Data Processing and Visualization - Delve into importing data, cleaning, filtering, and visualizing data to draw insights that drive decision-making. Module 4: Practical Applications - Engage in hands-on projects like developing a recommendation system, teaching computers to recognize text sentiments, faces, and images. Explore case studies to understand the real-world applications of AI & ML. Add-ons: - DialogFlow Workshop: Learn to create a Chatbot using DialogFlow to understand the practical applications of AI. Project Work: - Immerse in projects like Emoji Mask, Twitter Sentiment Analysis, and Phishing Detection to apply the learned concepts in real-world scenarios. Capstone Project: - Conceptualize and develop a capstone project that challenges the students to solve a real-world problem using AI & ML techniques learned during the course. Outcome: Upon completion, students will possess a foundational understanding of AI & ML, ready to delve deeper into specialized domains of artificial intelligence. They will also have a portfolio of projects showcasing their ability to solve real-world problems using AI & ML.

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