Artificial Intelligence For Engineering AKTU PDF Notes EBook Download for BTech First Year KMC 101 201

Artificial Intelligence For Engineering KMC 101 201 PDF Notes EBook Download for B.Tech AKTU First Year.

All 5 Units Notes with Easy, Simple, and Short Language. According to Latest AKTU Syllabus.

Important Extra Definitions/Terms, Important Questions, and Previous Year Question Paper are included.

Syllabus

Unit 1: An overview to AI

• 1.1 The evolution of AI to the present
• 1.2 Various approaches to AI
• 1.3 What should all engineers know about AI?
• 1.4 Other emerging technologies
• 1.5 AI and ethical concerns

Unit 2: Data & Algorithms

• 2.1 History Of Data
• 2.2 Data Storage And Importance of Data and its Acquisition
• 2.3 The Stages of data processing
• 2.4 Data Visualization
• 2.5 Regression, Prediction & Classification
• 2.6 Clustering & Recommender Systems

Unit 3: Natural Language Processing

• 3.1 Speech recognition
• 3.2 Natural language understanding
• 3.3 Natural language generation
• 3.4 Chatbots
• 3.5 Machine Translation

Unit 4: Artificial Neural Networks

• 4.1 Deep Learning
• 4.2 Recurrent Neural Networks
• 4.3 Convolutional Neural Networks
• 4.4 The Universal Approximation Theorem
• 4.5 Generative Adversarial Networks

Unit 5: Applications

• 5.1 Image and face recognition
• 5.2 Object recognition
• 5.3 Speech Recognition besides Computer Vision
• 5.4 Robots
• 5.5 Applications

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