Deglecy Computer · Data & AI
Practical AI: From Fundamentals to Everyday Applications
An intermediate-level, project-based course that introduces artificial intelligence concepts, machine learning basics, generative AI tools, and responsible usage through hands-on exercises with accessible platforms.
30lessons
Intermediatelevel
32 hoursto complete
0already enrolled
About this course
An intermediate-level, project-based course that introduces artificial intelligence concepts, machine learning basics, generative AI tools, and responsible usage through hands-on exercises with accessible platforms.
What’s included
Free to joinCreate an account and enroll at no cost.
Final examFinish all lessons, then take the exam.
CertificatePass the exam to earn your certificate.
Course content
Module 1: AI Foundations5 lessons
What Is Artificial Intelligence?15 min
AI vs Machine Learning vs Deep Learning20 min
History and Evolution of AI18 min
Types of AI Systems12 min
Everyday AI Examples14 min
Module 2: Machine Learning Basics5 lessons
Introduction to Machine Learning20 min
Supervised vs Unsupervised Learning16 min
Hands-On with Teachable Machine25 min
Training a Simple Image Classifier22 min
Evaluating Model Performance15 min
Module 3: Generative AI Tools5 lessons
What Is Generative AI?14 min
Text Generation with ChatGPT20 min
Image Creation with DALL·E and Midjourney25 min
Code Assistance with GitHub Copilot18 min
Comparing Generative AI Platforms16 min
Module 4: Building Chatbots5 lessons
Chatbot Concepts and Use Cases15 min
Creating a Bot with Dialogflow22 min
Designing Conversation Flows18 min
Integrating Bots into Websites20 min
Testing and Refining Chatbots14 min
Module 5: Practical AI Applications5 lessons
AI for Content Creation16 min
AI in Data Analysis and Visualization25 min
AI-Powered Design Tools20 min
AI for Marketing Automation18 min
Automating Tasks with Zapier + AI22 min
Module 6: Ethics and Responsible AI5 lessons
Limitations of Current AI14 min
Bias and Fairness in AI18 min
Privacy and Data Security16 min
Responsible AI Best Practices15 min
Future of AI and Society12 min