Pre-recorded

AI Models

This course offers a comprehensive understanding of AI models, covering fundamental concepts, various types of models, and their real-world applications. Participants will gain hands-on experience in building and deploying AI models using contemporary tools and frameworks.

Course Curriculum

8 Modules • 21 Lectures

1.1 Summary

2.1 Basics of AI and Machine Learning Types

2.2 Supervised vs Unsupervised Learning and Applications

2.3 Overview of Common Machine Learning Applications

2.4 Introduction to AI Tools and Technologies

3.1 Neural Networks, CNNs, and RNNs in AI

3.2 AI Applications in Vision and Speech Recognition

4.1 Text Processing and Sentiment Analysis with AI

4.2 Introduction to GPT and BERT Models

4.3 Building AI Chatbots with GPT and BERT

5.1 Image Classification with Deep Learning and OpenCV

5.2 Object Detection Using Deep Learning Techniques

5.3 Face Recognition with OpenCV and Deep Learning

6.1 Introduction to Agents and Environments in AI

6.2 Reward-Based Learning in AI Systems

6.3 AI Applications in Gaming and Robotics

7.1 AI Bias, Fairness, and Ethical Considerations

7.2 Explainability in AI and Its Social Impact

7.3 Legal Considerations in AI Development

8.1 Building and Training Real-World AI Models

8.2 Deploying and Evaluating AI Models

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Instructor:

UpSkill Academia

Tech Mentor

4.7 Instructor Rating 25,436 Reviews 125,630 Students 36 Courses

UpSkill Academy's courses provide focused, high-impact training designed to help you quickly master essential skills and advance your career.

Course Reviews:

4.5

(Based on today's review)

Jacqueline Miller

2 days ago

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Dennis Barrett

2 days ago

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AI Models

Course Curriculum

1. Course Plan1 Lectures

2. Introduction to AI & Machine Learning4 Lectures

3. Deep Learning & Neural Networks2 Lectures

4. Natural Language Processing (NLP)3 Lectures

5. Computer Vision & AI in Imaging3 Lectures

6. Reinforcement Learning Basics3 Lectures

7. Ethical AI & Responsible Deployment3 Lectures

8. Capstone Project: AI Model Development2 Lectures