Course
Coursera
Machine learning with Python
Learn about supervised vs unsupervised Learning, look into how statistical modeling relates to machine learning, and do a comparison of each.
Python
An open source, interpreted, object-oriented, high-level programming language for general-purpose programming
Python has simple, easy to learn syntax that is higly readable and is used in rapid application development, scripting, and connecting existing components together. Python supports modules and packages, encouraging modularity and code reuse.
Courses
Course
Coursera
Building generative AI applications with Python
Build generative AI-powered applications and chatbots using generative AI models, Python, and related frameworks
Course
Guided project | cognitiveclass.ai
Build Guardrails for Your AI with Open Source
Protect your company and brand reputation, enhance user safety and trust with advanced measures, ensuring ethical and responsible interactions. Learn to build guardrails quickly and inexpensively using open source technologies.
Course
Guided project | cognitiveclass.ai
Getting Started with Machine Learning with PyTorch
Use PyTorch to build, train, and evaluate neural networks. Save the trained model parameters and use them later for inferencing.
Course
Coursera
Applied data science with Python
Learn Python, the most popular programming language for data science and software development. Gain proficiency in using Python libraries like Pandas and Numpy and in developing code using Jupyter notebooks.
Course
Guided project | cognitiveclass.ai
Reward modeling for generative AI with Hugging Face
Train large language models (LLM) for reward modeling, a cutting-edge area in AI that enhances the capability of models to generate high-quality, contextually appropriate responses.
Course
Guided Project | cognitiveclass.ai
Build MultiAgent Chatbot with AutoGen (AG2)
Learn to build AI agents using AG2 (AutoGen) multi-agent framework. In this project you will create AutoMed Multi LLM Agent for health treatment recommendations.
Course
Guided project | cognitiveclass.ai
Create Your Own ChatGPT-like Website with Open Source LLMs
Learn how to use an open-source LLM on your machine, how to host your LLM to create a chatbot website using html, CSS, JavaScript, and Python, and how to deploy your chatbot website to the web
Course
Guided project | cognitiveclass.ai
Performing CRUD Operations with Python
Create a Flask application to service all the REST APIs for adding, retrieving, updating, and deleting products. You will learn how to use CRUD operations in Python, and then you’ll create the REST API endpoints, run and test the server with cURL, and use POSTMAN to test the REST API endpoints.
Course
Coursera
Data analysis with Python
Get hands-on experience and learn important techniques for preparing your data for analysis. Then, learn how to gain a better understanding of your data through exploratory data analysis.
Course
Guided Project | cognitiveclass.ai
Mastering Translations with Generative AI in PyTorch
Gain the skills to preprocess data, train the model, and generate translations
Course
Coursera
Data visualization with Python
Learn how to take data that at first glance has little meaning and present that data in a form that makes sense to people.