Introduction to Artificial Intelligence

(5 customer reviews)

$112.56

Skills you’ll Learn

Basics of Neural Networks
Basics of Deep Neural Networks
Basics of Natural Language Processing
Basics of Computer Vision

Module

1. Introduction to AI

  • Definition and history of AI
  • Applications of AI in various industries
  • AI vs. Machine Learning vs. Deep Learning

2. Problem-Solving and Search in AI

  • Uninformed search algorithms (BFS, DFS)
  • Informed search algorithms (A* algorithm, heuristic search)
  • Constraint satisfaction problems

3. Knowledge Representation and Reasoning

  • Logical reasoning and inference
  • Rule-based systems and expert systems
  • Semantic networks and ontologies

4. Machine Learning Basics

  • Supervised vs. Unsupervised learning
  • Regression and classification
  • Model evaluation and overfitting

5. Neural Networks and Deep Learning

  • Introduction to perceptrons and multilayer neural networks
  • Backpropagation and optimization techniques
  • Convolutional Neural Networks (CNNs) and Recurrent Neural Networks (RNNs)

6. Natural Language Processing (NLP)

  • Text preprocessing and vectorization
  • Sentiment analysis and text classification
  • Introduction to transformers and large language models

7. AI Ethics and Future Trends

  • Bias in AI and responsible AI development
  • AI governance and regulatory challenges
  • Future of AI in society

Description

Technology is taking the world by storm, and its constant evolution to become better and more efficient comes its paramount importance in our lives. Artificial Intelligence is integrated into our lives in a variety of ways. Today, it has become a popular study domain and hence is popularly sought after as a career option. From face recognition in various apps to video suggestions on any video app, AI plays a significant role in making it possible. This course will help you understand the basics of Artificial Intelligence, Neural networks, and Computer Vision with use cases.

5 reviews for Introduction to Artificial Intelligence

  1. Izuchukwu

    “This course was a fantastic introduction to the world of AI. The concepts were explained clearly and concisely, making it easy to grasp the fundamentals. I appreciated the practical examples and exercises that helped me solidify my understanding. It’s a great starting point for anyone looking to explore the field of artificial intelligence.”

  2. Nneka

    “Introduction to Artificial Intelligence was an excellent course! The material was presented in a clear and engaging way, making complex concepts easy to understand. I especially appreciated the hands-on projects that allowed me to apply what I learned and solidify my knowledge. I feel much more confident exploring the field of AI after taking this course.”

  3. Yusif

    “This Introduction to Artificial Intelligence course was excellent! It provided a solid foundation in the core concepts, explained complex topics clearly, and offered practical examples that made the learning process engaging and effective. I especially appreciated the well-structured modules and the helpful resources provided throughout the course.”

  4. Sambo

    “This “Introduction to Artificial Intelligence” course was excellent! The content was clearly presented and easy to understand, even for someone with no prior AI knowledge. I especially appreciated the practical examples and hands-on exercises that helped solidify my understanding of the core concepts. I feel much more confident exploring AI further after taking this course.”

  5. Ugochi

    “Introduction to Artificial Intelligence was a fantastic course! The material was presented in a clear and engaging manner, making complex topics easy to understand. The instructor was knowledgeable and approachable, always willing to answer questions and provide helpful examples. I gained a solid foundation in the core concepts of AI, and I feel well-prepared to explore more advanced topics in the future. I highly recommend this course to anyone interested in learning about AI.”

Add a review

Your email address will not be published. Required fields are marked *