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English Composition I (Coursera)

You will gain a foundation for college-level writing valuable for nearly any field. Students will learn how to read carefully, write effective arguments, understand the writing process, engage with others' ideas, cite accurately, and craft powerful prose. Course Learning Objectives: summarize, analyze, question, and evaluate written and visual texts; [...]

Introduction to Genetics and Evolution (Coursera)

Introduction to Genetics and Evolution is a college-level class being offered simultaneously to new students at Duke University. The course gives interested people a very basic overview of some principles behind these very fundamental areas of biology. We often hear about new "genome sequences," commercial kits that can [...]

Introduction to Machine Learning (Coursera)

This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. [...]

Data Engineering with Rust (Coursera)

May 9th 2024
Data Engineering with Rust (Coursera)
Course Auditing
Categories
Effort
Languages
Are you a data engineer, software developer, or a tech enthusiast with a basic understanding of Rust, seeking to enhance your skills and dive deep into the realm of data engineering with Rust? Or are you a professional from another programming language background, aiming to explore the efficiency, safety, [...]

Beginning Llamafile for Local Large Language Models (LLMs) (Coursera)

May 6th 2024
Beginning Llamafile for Local Large Language Models (LLMs) (Coursera)
Course Auditing
Categories
Effort
Languages
Learners will gain the skills to serve powerful language models as practical and scalable web APIs. They will learn how to use the llama.cpp example server to expose a large language model through a set of REST API endpoints for tasks like text generation, tokenization, and embedding extraction.

Foundations of Local Large Language models (Coursera)

May 6th 2024
Foundations of Local Large Language models (Coursera)
Course Auditing
Categories
Effort
Languages
By the end of this course, a learner will have a solid understanding of Large Language Models running locally. You'll be able to setup a local environment using powerful tooling to run different LLMs and interact with them both with a web interface as well as with APIs.

Open Source LLMOps Solutions (Coursera)

May 6th 2024
Open Source LLMOps Solutions (Coursera)
Course Auditing
Categories
Effort
Languages
Learn the fundamentals of large language models (LLMs) and put them into practice by deploying your own solutions based on open source models. By the end of this course, you will be able to leverage state-of-the-art open source LLMs to create AI applications using a code-first approach.

Python and Rust with Linux Command Line Tools (Coursera)

This course is designed for beginners and those with some programming experience in either Python or Rust that want to implement automation and utilities in the command-line. Although no prior knowledge of Python or Rust is required, basic programming knowledge is recommended as well as some familiarity with the [...]

Introduction to Generative AI (Coursera)

This introductory course is designed for beginners with no prior knowledge of generative AI. You will start by gaining a high-level understanding of what generative AI is and how it works. Through interactive lessons and hands-on examples, you will learn fundamental skills like providing effective prompts and iteratively improving [...]