Beginner’s AI and Machine Learning Course
Unlock the world of Artificial Intelligence (AI) and Machine Learning (ML) with our comprehensive Beginner’s Course. Whether you’re new to the field or looking to solidify your fundamentals, this 12-week course is designed to provide you with a strong foundation in AI and ML. Explore the concepts, tools, and applications that are shaping the future of technology.
Course Overview
- Duration: 12 weeks (plus 1-week project)
- Course Fee: KES 95,000
- Course Delivery: Instructor-led online (with weekly physical meetup)
- Course Options: Part-time and full-time
- Prerequisites:
- Basic knowledge of programming (Python is recommended)
- Personal computer with internet access
Prerequisite:
- A university degree or an equivalent.
- A sound knowledge of basic mathematics concepts to implement in software or systems.
- Sound knowledge on Calculus, Linear Algebra, and Statistics.
- A personal computer and internet access.
Course Outline
Week 1-2: Introduction to AI and ML
- What is AI and ML?
- History and evolution of AI
- AI and ML applications
Week 3-4: Python for Data Science
- Python basics and data types
- NumPy and Pandas for data manipulation
- Data visualization with Matplotlib and Seaborn
Week 5-6: Data Preprocessing
- Data cleaning and handling missing values
- Feature engineering and selection
- Data scaling and normalization
Week 7-8: Supervised Learning
- Introduction to supervised learning
- Linear regression
- Classification algorithms (Logistic Regression, Decision Trees, Random Forest)
Week 9-10: Unsupervised Learning
- Introduction to unsupervised learning
- Clustering (K-Means, Hierarchical Clustering)
- Dimensionality reduction (PCA)
Week 11-12: Practical Applications and Projects
- Natural Language Processing (NLP)
- Computer Vision and Image Recognition
- Time Series Analysis
- Project selection and development
Week 13: Capstone Project
- Apply your knowledge in a real-world project
- Choose a project related to your interests
- Project presentation and evaluation
Why Choose Our Course?
- Comprehensive Curriculum: Cover essential topics in AI and ML to build a strong foundation.
- Hands-on Learning: Gain practical experience through coding exercises and projects.
- Expert Guidance: Learn from industry experts with a wealth of experience.
- Project Portfolio: Build a portfolio of projects to showcase your skills.
- Career Advancement: Open doors to AI and ML career opportunities.
- Certificate: Receive a recognized certificate upon course completion.
Enroll Today!
Embark on your journey into the exciting world of AI and Machine Learning. Don’t miss this opportunity to acquire valuable skills that are in high demand.
Limited Seats Available! For inquiries and enrollment, contact us at:
- Email: [email protected]
- Call/WhatsApp: +254 737 622 257
Invest in your future with our Beginner’s AI and Machine Learning Course. Join us today!
