Artificial Intelligence
Industry-level artificial intelligence (AI) training provides a comprehensive and practical education for individuals aspiring to excel in the dynamic and rapidly evolving field of AI. Covering foundational to advanced concepts, this training emphasizes hands-on experience with real-world applications and industry best practices. Participants delve into key AI domains, including machine learning, natural language processing, computer vision, and robotics. The training addresses the ethical considerations and responsible deployment of AI solutions, preparing individuals to navigate the complex landscape of AI development in professional settings. Additionally, participants gain insights into cutting-edge AI research, emerging trends, and applications across various industries.
Syllabus
- Defining Artificial Intelligence and its scope
- Historical overview and evolution of AI
- Real-world applications of AI
- Setting the stage for beginner-friendly AI exploration
- Understanding the core concepts of machine learning
- Supervised learning, unsupervised learning, and reinforcement learning
- Overview of algorithms: Decision trees, linear regression, and clustering
- Hands-on exercises using beginner-friendly machine learning tools
- Basics of neural networks and their structure
- Introduction to deep learning and its significance
- Popular deep learning architectures (e.g., feedforward, convolutional, recurrent)
- Simple hands-on projects with beginner-friendly deep learning frameworks
- Understanding NLP and its applications
- Basics of text processing, sentiment analysis, and language models
- Introduction to computer vision and image recognition
- Hands-on projects exploring NLP and CV with user-friendly tools
- Exploring ethical considerations in AI
- Current and future trends in AI
- Working on a small AI project using pre-built tools
- Presenting and sharing insights from final projects
- Hands on experience with real time projects
- Industry recognized course certificate
- Placement Assistance