Description
This is a 16-weeks hands-on training designed for students, professionals, and career switchers looking to gain AI/ML skills. This course will equip participants with the ability to build AI models, analyze data, and develop AI-powered applications, preparing them for freelance, entrepreneurial, or corporate roles.
Curriculum
- Overview of AI: History, definitions, philosophical foundations, impact on society
- Understanding Machine Learning: Supervised, Unsupervised, Reinforcement Learning
- Real-World application of AML
- Setting up the development environment (Python, Jupyter Notebook)
- Hands-on: Build a simple AI chatbot
- Assignment: Install Python and libraries (NumPy, Pandas, Matplotlib)
What you will learn in this course
Understand AI/ML fundamentals and real-world applications.
Develop AI models using Python, TensorFlow, and Scikit-Learn.
Gain hands-on experience with Supervised, Unsupervised, and Deep Learning.
Work on real-world projects and build a portfolio.
Prepare for freelance work or AI-related job roles.
Gain proficiency in applying mathematical concepts to solve ML problems.
Understand ethical considerations in AI design and deployment.
Develop skills in deploying web applications and overcoming deployment challenges.
Acquire knowledge of MLOps concepts, including automated ML and model deployment.
Who Should Enroll?
High school and college students interested in AI/ML
Professionals looking to switch careers into AI
Tech enthusiasts wanting to enhance their knowledge
Freelancers looking to expand their skill set
Certification & Career Opportunities
Upon completion, students receive a Mindflux Academy AI/ML Certificate and will be prepared to:
- Apply for AI/ML jobs
- Work as a freelancer in AI development
- Launch AI-based startups