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State of Machine Learning Survey Results Part Two

ODSC - Open Data Science

Machine learning practitioners tend to do more than just create algorithms all day. First, there’s a need for preparing the data, aka data engineering basics. As the chart shows, two major themes emerged.

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Pedro Domingos on the Quest for the Ultimate Machine Learning Algorithm

ODSC - Open Data Science

Recently, we spoke with Pedro Domingos, Professor of computer science at the University of Washington, AI researcher, and author of “The Master Algorithm” book. In the interview, we talked about the quest for the “ultimate machine learning algorithm.” How close are we to a “Holy Grail,” aka the Ultimate Machine Learning Algorithm?

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Announcing the ODSC West 2023 Preliminary Schedule

ODSC - Open Data Science

Tuesday is the first day of the AI Expo and Demo Hall , where you can connect with our conference partners and check out the latest developments and research from leading tech companies. Finally, get ready for some All Hallows Eve fun with Halloween Data After Dark , featuring a costume contest, candy, and more. What’s next?

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Attend ODSC West Virtual for Free with the Open Pass

ODSC - Open Data Science

Virtual AI Expo Visit the AI Expo and Demo Hall to connect one-on-one with industry leaders in MLOps, NLP, Machine Learning, and much more. Primer courses include Data Primer SQL Primer Programming Primer with Python AI Primer Data Wrangling with Python LLMs, Gen AI, and Prompt Engineering Register for free here!

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5 Must-Know Pillars of a Data Science and AI Foundation

ODSC - Open Data Science

Programming/coding skills are to data scientists as plumbing tools are to professional plumbers. Without the ability to utilize data, create models, visualizations, algorithms, or anything else, you’re left without a story. One of the superpowers of data science is the ability to create predictive models.

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Network digital twin visualization 101

Cambridge Intelligence

To save me coding from scratch, I adapt one of the pre-built demos and get my digital twin of the power network up and running fast: An application to visualize, analyze and monitor a power network digital twin. Its algorithms handle all the heavy lifting for me, automatically scoring nodes based on their context in the network.

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Top Data Analytics Skills and Platforms for 2023

ODSC - Open Data Science

Skills like effective verbal and written communication will help back up the numbers, while data visualization (specific frameworks in the next section) can help you tell a complete story. Data Wrangling: Data Quality, ETL, Databases, Big Data The modern data analyst is expected to be able to source and retrieve their own data for analysis.