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This talk will not discuss a specific MLOps tool, but instead present guidelines and mental models for how to think about the problems you and your team are facing, and how to select the best tools for the task.
Improve your Bash & zsh Shell skills with the handy shortcuts featured in this convenient cheat sheet!
Improve on your Excel skills with the handy shortcuts featured in this convenient cheat sheet!
In this webinar, youll use MLflow to manage a machine learning experiment pipeline. The session will cover model evaluation, hyperparameter tuning, and MLOps strategies, using a London weather dataset.
Adel and Andrew explore the four cultural norms of the Geekway, the evolutionary biological underpinnings of the traits high performing organizations exhibit, the role of data in driving high performance teams, and a lot more.
In this session, youll use ApertureDB to access the COCO dataset and run image recognition using Python.
In this session youll learn how to get employees to adopt your learning program, remain engaged, and achieve measurable skill improvements.
Richie and Mo explore data engineering tools, data governance and data quality, collaboration between data analysts and data engineers, ownership mentality in data engineering and much more.
In this session, youll see how to use this tool to combine the text-writing skills of ChatGPT with the power of Python to perform some data analysis and machine-learning workflows.
In this session, youll learn advanced prompting skills such as using prompt templates, testing the quality of your prompts, and working with images in prompts.
In this webinar, youll get ideas for incorporating ChatGPT into your workflows and learning the basics of writing good prompts.
In this code along, we delve into the world of data analysis and visualization using PivotCharts and PivotTables on a sales dataset.
Richie and Joy discuss her journey into AI, the ethics of AI, the Aspire Mirror and Gender Shades projects, The Algorithmic Justice League, balancing working in AI and data while being an artist, and much more.
In this this session, you’ll learn about high value use-cases for image & video data, best practices for managing and analyzing visual data, and an overview of the latest cutting edge innovations in computer vision.
Build a chatbot with long term memory using the OpenAI API & PineCone and use it to answer questions about research papers.
Build a movie recommender system using GPT and learn key techniques to minimize hallucinations and ensure factual answers.
Learn the fundamentals of text embedding and vector databases with Pinecone to build a simple search engine.
Combine the power of text and audio AI models to build a bot that answers questions about YouTube videos.