AI (Artificial Intelligence)

AI (Artificial Intelligence) course is offered by CrystalTech. We, at CrystalTech, is excited to offer a comprehensive training program in Indore, designed to equip individuals with the latest industry skills and knowledge. Our program covers various domains, including IT, web development, cybersecurity, and data analytics.

Whether you are a fresher or an experienced professional looking to upskill, Crystaltech's training program is tailored to meet your needs and help you achieve your career goals. Join us in Indore and elevate your career prospects. 

Syllabus:

• Introduction to Articial Intelligence
• What is Articial Intelligence?
• History and Evolution of AI
• AI Applications and Impact
• Ethics and Responsible AI
• Machine Learning Fundamentals
• Introduction to Machine Learning
• Supervised, Unsupervised, and Reinforcement Learning
• Data Preprocessing and Feature Engineering
• Model Selection and Evaluation
• Overtting and Undertting
• Deep Learning Neural Networks and Perceptrons
• Convolutional Neural Networks (CNNs)
• Recurrent Neural Networks (RNNs)
• Generative Adversarial Networks (GANs)
• Transfer Learning and Pretrained Models
• Natural Language
• Processing (NLP)
• Text Preprocessing and Tokenization
• Word Embeddings (Word2Vec, GloVe)
• Sequence-to-Sequence Models
• Attention Mechanisms
• Language Models (BERT, GPT)
• Computer Vision and Image Processing
• Image Preprocessing and Augmentation
• Object Detection and Image Classication
• Image Segmentation
• Image Generation and Style Transfer
• Reinforcement Learning Introduction to Reinforcement Learning
• Markov Decision Processes (MDPs)
• Q-Learning and Policy Gradient Methods
• Deep Reinforcement Learning
• AI Ethics and Bias Fairness, Accountability, and Transparency in AI (FAT/ML)
• Ethical Considerations in AI Development
• Bias and Discrimination in AI
• AI Regulation and Governance
• AI Tools and Frameworks Popular AI Libraries and Frameworks (e.g., TensorFlow, PyTorch)
• Development Environments (e.g., Jupyter, Google Colab)
• and more