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CADD CENTRE

🇮🇳CADD|CAM|CNC|TRAINING CENTRE

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IT & Media

Artificial Intelligence & Machine Learning Course

Comprehensive AI and ML training covering machine learning, deep learning, neural networks, and AI applications for modern technology solutions.

6 Months
Duration
6
Modules
15+ hands-on projects
Projects
AI & ML Professional Certified
Certification

Course Syllabus

Module 1: Module 1: AI Fundamentals
3 Weeks
  • Introduction to artificial intelligence
  • AI history and evolution
  • Types of AI and applications
  • AI ethics and responsible AI
  • AI tools and platforms
  • Basic AI concepts and terminology
Module 2: Module 2: Machine Learning Basics
4 Weeks
  • Machine learning fundamentals
  • Supervised vs unsupervised learning
  • Classification and regression
  • Feature engineering and selection
  • Model evaluation metrics
  • Machine learning algorithms
Module 3: Module 3: Deep Learning
4 Weeks
  • Neural networks fundamentals
  • Deep learning architectures
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Transfer learning techniques
  • Deep learning frameworks
Module 4: Module 4: Natural Language Processing
3 Weeks
  • NLP fundamentals and applications
  • Text preprocessing and tokenization
  • Word embeddings and vectorization
  • Sentiment analysis
  • Language models and transformers
  • NLP projects and applications
Module 5: Module 5: Computer Vision
3 Weeks
  • Computer vision fundamentals
  • Image processing techniques
  • Object detection and recognition
  • Image segmentation
  • Face recognition systems
  • Computer vision applications
Module 6: Module 6: AI Applications & Deployment
3 Weeks
  • AI model deployment strategies
  • Cloud AI services and APIs
  • AI in business applications
  • Real-world AI projects
  • AI model optimization
  • Final project completion
Course Details
6 Months
Batch Size: 6-10 students
Level: Intermediate to Advanced
Certification: AI & ML Professional Certified
Learning Outcomes
  • Master AI and machine learning fundamentals
  • Implement various ML algorithms and models
  • Build and train deep neural networks
  • Develop NLP and computer vision applications
  • Deploy AI models to production
  • Apply AI solutions to real-world problems
  • Complete comprehensive AI projects

Ready to Start?

Join our AI & ML course and master the future of technology.

Assessment Methods
  • Weekly practical assignments
  • Module completion projects
  • Final comprehensive project
  • Online assessment tests
Certification

Upon successful completion, you'll receive:

  • CADD CENTRE Certificate of Completion
  • AI & ML Professional Certified
  • Project portfolio for job applications
  • Lifetime access to course materials
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