Applied Data Science

OCTOBER 25, 2021

How I learned to stop worrying and love the field This blog covers all the core themes to starting your career in data science: ? Getting a theoretical edge ? This frenzy has not lowered the entry barrier for a career in data science. Exploration vs Exploitation ?

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ODSC - Open Data Science

DECEMBER 28, 2023

Top 10 Pre-Trained Models for Image Embedding Every Data Scientist Should Know This article walks through the top 10 state-of-the-art pre-trained models to get started with image embedding. Why You Need an Observability Platform The punishment for writing useful code is productionizing it. We now have a podcast! Register here!

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Machine Learning (Theory)

APRIL 23, 2021

Welcome to ALT Highlights, a series of blog posts spotlighting various happenings at the recent conference ALT 2021 , including plenary talks, tutorials, trends in learning theory, and more! To reach a broad audience, the series will be disseminated as guest posts on different blogs in machine learning and theoretical computer science.

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Applied Data Science

DECEMBER 23, 2022

In our review of 2019 we talked a lot about reinforcement learning and Generative Adversarial Networks (GANs), in 2020 we focused on Natural Language Processing (NLP) and algorithmic bias, in 202 1 Transformers stole the spotlight. and the latter is a technique for generating data ( such as very realistic p hotographs). What happened?

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ODSC - Open Data Science

JUNE 15, 2023

Why Data Security is Critical to Creating Effective AI Programs Traditional data security approaches fail to account for malicious attacks targeting AI initiatives. Why Data Security is Critical to Creating Effective AI Programs Traditional data security approaches fail to account for malicious attacks targeting AI initiatives.

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Flipboard

JULY 7, 2023

One question was foremost in his mind: “How do we test this so we can start using it as safely as possible?” To understand how this new mode of AI will affect medicine, IEEE Spectrum spoke with Isaac Kohane , Chair of the Department of Biomedical Informatics at Harvard Medical School. Whether or not they’re the right answers.

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ODSC - Open Data Science

OCTOBER 26, 2023

With the rapid advance of AI across industries, responsible AI has become a hot topic for decision-makers and data scientists alike. Some of these include concerns about bias/discrimination, data privacy and protection, safety, and of course transparency and accountability.

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Snorkel AI

FEBRUARY 6, 2024

A transcript of their talk follows, lightly edited for readability. I’ll queue it up: the theme today is—on the method side—the importance of data. Often the bottlenecks for getting things to work across the last mile and in real enterprise settings are with the data.

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Snorkel AI

FEBRUARY 6, 2024

A transcript of their talk follows, lightly edited for readability. I’ll queue it up: the theme today is—on the method side—the importance of data. Often the bottlenecks for getting things to work across the last mile and in real enterprise settings are with the data.

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AWS Machine Learning Blog

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock automates synchronization of your data with your vector store, including diffing the data when it’s updated, document loading, and chunking, as well as semantic embedding. RAG is a popular technique that combines the use of private data with large language models (LLMs).

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Towards AI

JULY 22, 2023

Last Updated on July 24, 2023 by Editorial Team Author(s): Data Science meets Cyber Security Originally published on Towards AI. It’s like an adrenaline rush that you can’t get enough of. So strap in, because we’re about to start on an exciting voyage that’s both technically sound and a lot of fun! SOURCE: [link] A.

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ODSC - Open Data Science

JUNE 1, 2023

Real-Time ML with Spark and SBERT, AI Coding Assistants, Data Lake Vendors, and ODSC East Highlights Getting Up to Speed on Real-Time Machine Learning with Spark and SBERT Learn more about real-time machine learning by using this approach that uses Apache Spark and SBERT. Well, these libraries will give you a solid start.

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Smart Data Collective

APRIL 1, 2020

Big data is the lynchpin of the Software as a Service (SaaS) business model. Panoply, a big data innovator, has talked about a new model called Data as a Service, which is a variation of the same idea. Big data is used at every junction of the SaaS model. SaaS Model Relies on Big Data Innovation.

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ODSC - Open Data Science

MARCH 16, 2023

Developers are typically more hands-on in their work than other personnel, reflecting how they purchase products. The builders will show their leaders how efficient they are by providing them with access to the tools and resources they need. In short, experts have suggested that these developers don’t like marketing.

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Snorkel AI

JUNE 15, 2023

Peter Davio is the CTO at Black Swan Data. He presented “Petabyte-Level Learning” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022. His talk was followed by an audience Q&A moderated by SnorkelAI’s Aarti Bagul. A transcript of the talk follows. Someone’s talking about, for example, a turmeric latte.

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Snorkel AI

JUNE 15, 2023

Peter Davio is the CTO at Black Swan Data. He presented “Petabyte-Level Learning” at Snorkel AI’s The Future of Data-Centric AI Summit in 2022. His talk was followed by an audience Q&A moderated by SnorkelAI’s Aarti Bagul. A transcript of the talk follows. Someone’s talking about, for example, a turmeric latte.

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ODSC - Open Data Science

JANUARY 30, 2023

There’s no right way to build a career in data science , as there are countless paths to get to countless roles. During this Lightning Interview, Sheamus McGovern spoke with Emily about the knowledge and skills you need to build your data science career. It really depends on your background.

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Alation

AUGUST 24, 2022

If you’re a newly minted chief data officer (CDO), congratulations! Your organization recognizes there’s value to be mined from your data — even if they don’t know how or even where to start mining — and they’ve anointed you as the tip of the spear (or the pickaxe, depending on your approach). Doing Data Diplomacy.

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Precisely

AUGUST 2, 2023

I started working in technology in 1993 – exactly 30 years ago! I started working in the Math department at Rome University because I was told, “Women are perfect teachers!” With an increasing number of women joining IT, it’s becoming a more inclusive environment. Why did you choose to pursue a career in technology?

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ODSC - Open Data Science

JULY 13, 2023

As the accelerator continues to evolve, it will remain a one-stop for customers to get started with Azure. What Can AI Teach Us About Data Centers? Part 1: Overview and Technical Considerations In the first of a three-part series about data centers and AI, we provide an overview of the topics and technical considerations.

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Precisely

JANUARY 4, 2023

When I started my freshman year of college, my dad suggested I try out a computer science course to see if I liked it. When I started my freshman year of college, my dad suggested I try out a computer science course to see if I liked it. My entire career has been here at Precisely, starting in 2017 when it was Syncsort.

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Snorkel AI

MAY 12, 2023

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Please welcome to the stage, Senior Director of Applied ML and Research, Bayan Bruss; Director of Data Science, Erin Babinski; and Head of Data and Machine Learning, Kishore Mosaliganti.

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Snorkel AI

MAY 12, 2023

Three experts from Capital One ’s data science team spoke as a panel at our Future of Data-Centric AI conference in 2022. Please welcome to the stage, Senior Director of Applied ML and Research, Bayan Bruss; Director of Data Science, Erin Babinski; and Head of Data and Machine Learning, Kishore Mosaliganti.

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Snorkel AI

FEBRUARY 10, 2023

At the August 2022 FDCAI virtual conference hosted by Snorkel AI, Meta senior applied research manager Anoop Sinha and Snorkel AI co-founder Braden Hancock joined the founder of TWIML , Sam Charrington, for a panel discussion on the current state and future potential for mastering speech and search AI with data-centric natural language processing.

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Snorkel AI

FEBRUARY 10, 2023

At the August 2022 FDCAI virtual conference hosted by Snorkel AI, Meta senior applied research manager Anoop Sinha and Snorkel AI co-founder Braden Hancock joined the founder of TWIML , Sam Charrington, for a panel discussion on the current state and future potential for mastering speech and search AI with data-centric natural language processing.

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ODSC - Open Data Science

APRIL 21, 2023

That’s why at ODSC East, generative AI will be one of the hot topics to be discussed in our talks, workshops, tutorials, and more. In this keynote, you’ll learn how with Azure OpenAI Service, businesses can leverage some of the most advanced AI models, such as Dall-E 2, GPT-3.5, Are you interested in participating?

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ODSC - Open Data Science

FEBRUARY 28, 2023

The internet is full of exciting posts about how language assistants like ChatGPT will change everything. This starts with the claim that developers will allegedly no longer be needed and ends with the idea that artificial intelligence (AI) may soon wipe us out. But one after the other. What does such a system actually do?

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Data Science 101

JANUARY 19, 2021

Deb joined to talk about goal setting and her latest book, Your Goal Guide. Get Yourself a copy of Deb’s latest book, Your Goal Guide: A Roadmap for setting, planning, and achieving your goals. 9:28 How to prioritize? 11:55 How to use a calendar to prioritize? 18:12 How often to set goals? Connect with Deb.

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Alation

MARCH 1, 2023

It’s the basis for cryptocurrency, but also has applications in virtually every industry, from finance (capital markets) to retail (supply chain management) and health sciences (medical drug development). How are blockchain organizations tackling data management? What is your data strategy and how did you begin to implement it?

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DataRobot Blog

APRIL 1, 2022

The Top Three Challenges in AI Preventing Your Organization from Getting to the Next Level (and How to Solve Them). But the secret for getting an actual benefit from AI is not as simple as developing some models or purchasing an AI platform. You only get results if you use it, and then you quickly can become addicted to it.

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The MLOps Blog

FEBRUARY 27, 2023

Every episode is focused on one specific ML topic, and during this one, we talked to Michal Tadeusiak about managing computer vision projects. He has two master’s degrees in Complex Systems Science from École Polytechnique and the University of Warwick. Sabine Nyholm: Welcome back to another episode of MLOps Live.

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Mlearning.ai

JULY 17, 2023

How taking inspiration from the brain can help us create Neural Networks. Data Scientists spend a lot of time and resources in improving the architecture of their AI Models. As such, there is a lot of research into figuring out different architectures and how different design decisions impact the performance of models.

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Heartbeat

DECEMBER 14, 2023

Want to learn how to build modern software with LLMs using the newest tools and techniques in the field? By incorporating memory into an Agent, it can remember the history of the conversation and use that information to answer subsequent questions more effectively.

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Hacker News

DECEMBER 4, 2023

I trusted Uber to arrange a taxi for me, and the driver to get me to the airport safely. And that we don’t even think about it is a measure of how well it all works. In this talk, I am going to make several arguments. This is how it works. I trusted a lot today. I trusted my phone to wake me on time.

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The MLOps Blog

OCTOBER 3, 2023

Mikiko is a very well-known figure in the data community. So I tell people honestly, I’ve spent the last eight years working up and down the data and ML value chain effectively – a fancy way of saying “job hopping.” How to transition from data analytics to MLOps engineering Piotr: Miki, you’ve been a data scientist, right?

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Hacker News

FEBRUARY 24, 2024

Computers have grown more and more powerful over the decades by pushing the limits of how small their electronics can get. But just how big can a computer get? Jason Wright , director of the Penn State Extraterrestrial Intelligence Center , has given serious thought to how large a computer can get.

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Dataconomy

MAY 3, 2023

Here are the AI-generated commercials that everyone talk about right now. AI-generated pizza commercial AI-generated beer commercial AI-generated commercials are starting to take the spotlight Spoiler alert: All the early examples of AI-generated commercials are generated for fun and inspiration, not for commercial use. Pizza magic!

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