Introduction to AI and Machine Learning with Go (Golang)
>_ What You'll Learn
- Search Algorithms & Intelligent Agents: Master core AI search algorithms like A* and Dijkstra's by solving mazes and building a robot vacuum.
- Propositional Logic & Model Checking: knowledge based AI agents often need to make decisions based on available information in the world they operate in. Propositional logic and model checking are two different approaches to solving this problem.
- Uncertainty: Learn how AI agents handle randomness by creating a Battleship AI and a card-counting Blackjack player.
- Machine Learning Fundamentals: Get a practical understanding of linear regression by building models in both Python and Go to predict housing prices.
- Deep Learning & Neural Networks: Build a neural network from scratch for housing price prediction and a Convolutional Neural Network (CNN) for image classification.
- Natural Language Processing (NLP): Discover the power of NLP by creating an extractive summarization program in Go. You'll also learn to interface with external models from Hugging Face and harness the power of Large Language Models (LLMs) to create hybrid summarization systems.
- Large Language Models (LLMs): Learn how to connect your Go programs to Large Language Models like ChatGPT. We'll use a locally hosted LLM using Ollama, but the code we write will be 100% compatible with OpenAI, which is used to connect to most LLMs.
>_ Requirements
- This course is for intermediate to advanced Go developers. You should be comfortable with Go syntax and core concepts. A basic understanding of data structures like graphs and trees is also helpful, but not required. You should also have a basic understanding of Python.
- All you need is a computer running Windows, macOS, or Linux. While a GPU will speed up certain deep learning tasks, it is not essential; everything will run on a CPU.
/ Course Details & Curriculum
Author and Instructor
Trevor Sawler
Expert at Udemy
With years of hands-on experience in Development, Trevor Sawler has dedicated thousands of hours to teaching and mentorship. This course is the culmination of industry best practices and a proven curriculum that has helped thousands of students transition into professional roles.
Community Feedback
Michael Chen
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"This Introduction to AI and Machine Learning with Go (Golang) course was exactly what I needed. The instructor explains complex Development concepts clearly. Highly recommended!"
Sarah Johnson
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"I've taken many Udemy courses on data science, machine learning & AI, but this one stands out. The practical examples helped me land a job."
David Smith
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"Great value for money. The section on Artificial Intelligence (AI) was particularly helpful."
Emily Davis
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"Excellent structure and pacing. I went from zero to hero in Development thanks to this course. Lifetime access is a huge plus."
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