Master AI fundamentals, machine learning algorithms, and computer vision techniques. Build intelligent systems that can learn from data, process langu...
Lessons
18
Activities
18
Projects
7
Duration
24 sessions • 6 months
Master AI fundamentals, machine learning algorithms, and computer vision techniques. Build intelligent systems that can learn from data, process language, and understand images.
This course consists of 24 structured sessions over 6 months. Each session includes lessons, activities, projects, and assessments to ensure comprehensive learning.
AI fundamentals, history, and ethics
ML types and learning approaches
ML workflow and data preprocessing
Prediction algorithms and techniques
Apply ML to social media data
Classification with historical data
Unsupervised learning and K-Means
Customer behavior analysis
NLP fundamentals and text analysis
Build conversational AI
Web applications for AI models
Assessment of AI and ML fundamentals
Image processing fundamentals
Advanced image manipulation
Face detection algorithms
Real-time face detection systems
Modern object detection with YOLO
Custom object detection models
Deep learning and neural networks
Assessment of computer vision concepts
Project planning and research
Build functional AI prototypes
Present AI applications
Project evaluation and course completion
AI
Master AI through practical application
Machine Learning
Master Machine Learning through practical application
Python
Master Python through practical application
Practical Skills
Build real-world applications and projects
Problem Solving
Develop computational thinking and problem-solving abilities
Join this course and start your learning journey today.
