Artificial Intelligence and Machine Learning
Why Choose This AI & ML Course?
Hands-On Learning
170+ hours of practical lab sessions with real-world projects and case studies.
Industry Experts
Learn from experienced professionals with years of industry experience.
Career Support
Placement assistance and career guidance to help you land your dream job.
Globally Recognized Certificate
Earn a certification that is valued by employers worldwide.
Job Placement Support
Benefit from our strong industry links and dedicated team to secure employment after course completion.
International Recruitment
Access opportunities with international companies seeking skilled IT professionals.
Course Overview
Our comprehensive AI & ML curriculum covers everything from fundamentals to advanced techniques, preparing you for a successful career as an AI Developer.
| Module | Duration (Hours) | Theory | Lab | Self-Study | Tools/Software |
|---|---|---|---|---|---|
| Managing Large DataSets with MongoDB | 32 | 16 | 16 | 12 | MongoDB 6.x |
|
Focus: Database management for large datasets
Skills: Data modeling, query optimization
Outcome: Ability to handle big data efficiently
|
|||||
| Application Based Programming in Python | 36 | 18 | 18 | 10 | Python 3.6.x |
|
Focus: Python programming fundamentals
Skills: OOP, data structures, algorithms
Outcome: Strong Python programming foundation
|
|||||
| Total Hours | 68 | 34 | 34 | 22 | |
What You Will Learn
- Understand statistical analysis, predictive analytics, probability, and Bayes theorem
- Gain comprehensive knowledge in AI fundamentals and applications
- Master NLP techniques and AI applications in natural language processing
- Use important building blocks of AI ML with Python for data modeling
- Master ML concepts including supervised and unsupervised learning
- Implement deep learning algorithms and build Artificial Neural Networks
- Develop a real-world Capstone project on recommendation engine
- Perform customer churn prediction using advanced ML techniques
Your Future as an AI Developer
Exit Profile: AI Developer
Upon completion of this course, you'll be equipped with the skills needed to pursue various high-demand roles in the AI and ML domain:
- AI Developer - Design and implement AI solutions
- Machine Learning Engineer - Build and deploy ML models
- Data Scientist - Extract insights from complex data
- NLP Specialist - Work on language processing applications
- AI Research Analyst - Contribute to cutting-edge AI research
Industry Recognition
Our certificate is designed to demonstrate your practical skills and theoretical knowledge, giving you a competitive edge in the job market.
What Our Students Say
Ahmad S.
"The AI & ML course at Aptech BD transformed my career. The hands-on projects and expert instructors prepared me perfectly for my role as an AI Developer."
Sadia R.
"The curriculum is comprehensive and up-to-date with industry trends. The capstone project was challenging but gave me confidence in my skills."
Karim O.
"The placement assistance helped me secure a position at a leading tech company just two months after completing the course. Highly recommended!"
Frequently Asked Questions
Still have questions? Chat with us on WhatsApp or call us at +8801325086450
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Join hundreds of students who have transformed their careers with our AI & Machine Learning course.
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