Artificial Intelligence (AI) training course in Islamabad
50 CREDIT HOURS(4 WEEK COURSE)
2 HOURS 5 DAYS A WEEK(MON-FRIDAY)
COURSE FEES: Rs. 25,000/-
Designing a comprehensive AI course spanning just four weeks, from scratch to professional level, requires a structured approach and careful selection of topics. Here’s a breakdown of what such a course might entail:
OBJECTIVES
Course Outline
Week 1: Introduction to AI Fundamentals
Day 1-2: Basics of Artificial Intelligence
- Definition and brief history of AI
- Types of AI: Narrow vs. General
- Applications and real-world examples
Day 3-4: Machine Learning Basics
- Introduction to machine learning concepts
- Supervised, unsupervised, and reinforcement learning
- Understanding algorithms: linear regression, logistic regression, decision trees
Day 5-6: Deep Learning Fundamentals
- Neural networks: structure and functioning
- Activation functions
- Introduction to TensorFlow or PyTorch
Week 2: Intermediate AI Concepts
Day 7-8: Advanced Machine Learning
- Ensemble methods: Random Forest, Gradient Boosting
- Hyperparameter tuning
- Evaluation metrics
Day 9-10: Deep Learning Techniques
- Convolutional Neural Networks (CNNs) for image recognition
- Recurrent Neural Networks (RNNs) for sequential data
- Transfer learning and fine-tuning pre-trained models
Day 11-12: Natural Language Processing (NLP)
- Introduction to NLP tasks: sentiment analysis, named entity recognition, machine translation
- Word embeddings: Word2Vec, GloVe
- Introduction to sequence-to-sequence models
Week 3: Advanced AI Applications
Day 13-14: Computer Vision
- Object detection and localization
- Image segmentation
- State-of-the-art architectures: YOLO, Mask R-CNN
Day 15-16: Reinforcement Learning
- Basics of reinforcement learning
- Q-learning, Deep Q-Networks (DQN)
- Deep reinforcement learning in practice
Day 17-18: Generative Adversarial Networks (GANs)
- Introduction to GANs
- GAN architecture and training
- Applications of GANs: image generation, style transfer
Week 4: Capstone Project and Professional Development
Day 19-20: Capstone Project Kickoff
- Students work on a real-world AI project under instructor guidance
- Project can involve any aspect of AI covered in the course
Day 21-22: Ethics and Bias in AI
- Understanding ethical considerations in AI development and deployment
- Mitigating bias in AI systems
- Responsible AI practices
Day 23-24: Industry Applications and Career Guidance
- Guest lectures from industry professionals
- Overview of AI job roles and career paths
- Resume building and interview preparation
Day 25-26: Project Presentation and Feedback
- Students present their capstone projects to the class
- Peer feedback and instructor evaluation
Day 27-28: Final Review and Certification
- Review of key concepts and takeaways from the course
- Certificate distribution to successful participants
CLASSES
Course Offerings
Web Designing
50 Credit Hours(5 week course)
2 Hours 5 days a week(Mon-friday)
Are you looking for professional Web Designing Training Course in Islamabad Pakistan? Are trying to become master in web designing and make money while doing it, your search ends here. Last semester offers professional web designing training course in Islamabad Pakistan.
Rs 19,000
Web Development Training
50 Credit Hours(5 week course)
2 Hours 5 days a week(Mon-friday)
Are you looking for professional Web Development Training Course in Islamabad Pakistan? Are trying to become master in web development and make money while doing it, your search ends here. Last Semester Pvt. Ltd offers professional web development training course in Islamabad Pakistan.
Rs 19,000
SEO Training Course
50 Credit Hours(5 week course)
2 Hours 5 days a week(Mon-friday)
Last Semester Pvt. Ltd provides best SEO Training Course in Islamabad Pakistan and Rawalpindi. Now these days Search Engine Optimization (SEO) is an important part of your online business presence, SEO training starts with identifying traffic and ranking of the different business websites.
Rs 19,000
TESTIMONIALS
What our students say?
I recently completed a front end developer course. Things here are different than what I was assuming during my university life. After a little introduction I was assigned with tasks that required internet search and brainstorming skills. Web layout designing here is quite different as those of what I saw in video tutorial.Its total learn by doing.
Traineee
Full Stack Developer
The teachers taught us a different way as they assigned us practical tasks from real time projects. They just gave us minor hints but do not spoon feed until we found ourselves scratching heads after long efforts
Traineee
SEO SMM AND PPC