Mlearning.ai

JULY 17, 2023

One of the most promising avenues for this kind of research is to learn from evolution and biological systems to improve the design of AI Models (after all Neural Networks were based on our brains). a consulting firm for brain-inspired data science. How taking inspiration from the brain can help us create Neural Networks.

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Snorkel AI

JANUARY 26, 2023

I am a PhD student in the computer science department at Stanford, advised by Chris Ré working on some broad themes of understanding data-centric AI, weak supervision and theoretical machine learning. So I think the motivation here is that foundation models are like a very new and exciting paradigm. Mayee Chen: Okay. Hi everyone.

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Snorkel AI

JANUARY 26, 2023

I am a PhD student in the computer science department at Stanford, advised by Chris Ré working on some broad themes of understanding data-centric AI, weak supervision and theoretical machine learning. So I think the motivation here is that foundation models are like a very new and exciting paradigm. Mayee Chen: Okay. Hi everyone.

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Heartbeat

FEBRUARY 15, 2023

It is a supervised learning methodology that predicts if a piece of text belongs to one category or the other. Create a new R Script and call it train.R. Source: [link] Text classification is an interesting application of natural language processing. This tutorial will teach you how to train your binary text classifiers using Keras.

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Flipboard

MAY 17, 2023

Best known as a robotics researcher, academic, and entrepreneur, Brooks is also an authority on AI: he directed the Computer Science and Artificial Intelligence Laboratory at MIT until 2007, and held faculty positions at Carnegie Mellon and Stanford before that. It gives an answer with complete confidence, and I sort of believe it.

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O'Reilly Media

AUGUST 8, 2023

Talking computers have been a science fiction dream since well before Star Trek—by itself, that’s a good reason for the public’s fascination. I’m sure that nobody will be surprised that the number of searches for ChatGPT on the O’Reilly learning platform skyrocketed after its release in November, 2022. What can we make of this?

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Data Science 101

OCTOBER 31, 2019

As taught in Data Science Dojo’s data science bootcamp , you will have improved prediction and forecasting with respect to your product. Today we are generating data more than ever before. Over the last two years, 90 percent of the data in the world was generated. Machine learning provides the technical basis for data mining.

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ML Review

FEBRUARY 26, 2018

Standard IHCI flow AliMe’s Stratified Framework The majority of intelligent matching processes in use today fall into three main categories- rule-based matching, retrieval, and DL. The chitchat domain mainly involves two kinds of models- the retrieval-based model and the deep generative model.

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Hacker News

DECEMBER 4, 2023

One, that there are two different kinds of trust—interpersonal trust and social trust—and that we regularly confuse them. We will make a fundamental category error. I trusted Uber to arrange a taxi for me, and the driver to get me to the airport safely. And the pilot of the plane I flew. Trust is essential to society.

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O'Reilly Media

NOVEMBER 29, 2022

For years, malicious computer worms and viruses were the stuff of science fiction. Major catastrophes can transform industries and cultures. The Johnstown Flood, the sinking of the Titanic, the explosion of the Hindenburg, the flawed response to Hurricane Katrina–each had a lasting impact. Then we experienced Melissa, Mydoom, and WannaCry.

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AWS Machine Learning Blog

MAY 16, 2023

Recent advances in ML have given rise to a new class of models known as foundation models , which are typically trained on billions of parameters and are adaptable to a wide category of use cases, such as text summarization, generating digital art, and language translation. You can easily try out this model and use it with JumpStart.

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AWS Machine Learning Blog

SEPTEMBER 1, 2023

Data science team – Data scientists need to focus on creating the best model based on predefined key performance indicators (KPIs) working in notebooks. Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business.

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Heartbeat

JANUARY 30, 2023

Source:datascientist.com Sentiment analysis, commonly referred to as “opinion mining,” is the method of drawing out irrational information from written or spoken words. The study of how people communicate their thoughts, beliefs, and feelings through language is a fast-expanding area of natural language processing (NLP).

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Data Science Dojo

JANUARY 22, 2023

What is Exploratory Data Analysis (EDA)? “The greatest value of a picture is when it forces us to notice what we never expected to see.” John Tukey, American Mathematician A core skill to possess for someone who aims to pursue data science, data analysis or affiliated fields as a career is exploratory data analysis (EDA).

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Hacker News

MARCH 15, 2023

My goal here is to explore some of the science, technology—and philosophy—of what we can expect from AIs. My goal here is to explore some of the science, technology—and philosophy—of what we can expect from AIs. Even without training the neural net would still produce some kind of text. But then ChatGPT burst onto the scene.

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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.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

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.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Hacker News

JANUARY 9, 2024

Building Something Greater and Greater… for 35 Years and Counting Today we celebrate a new waypoint on our journey of nearly four decades with the release of Version 14.0 Sometimes it’s a story of drilling down to the essence of something to invent new approaches and new functions that can capture it. Version 14.0

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The MLOps Blog

DECEMBER 19, 2022

For these kinds of applications, one needs to build solutions differently. Classification is one of the most widely applied areas in Machine Learning. As Data Scientists, we all have worked on an ML classification model. Do you remember what was the number of classes in the classification problem you solved, at max, maybe 100 or 200?

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Flipboard

JULY 31, 2023

It can find and label different kinds of objects (e.g., After you create a free account, you’ll have access to the best machine learning datasets. OK, let’s dive into where the various datasets are located to give you a full picture of the dataverse. Importance and Role of Datasets in Machine Learning Data is king.

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The MLOps Blog

OCTOBER 3, 2023

Mikiko Bazeley: Most people are really surprised to hear that my background in college was not computer science. In this episode, Mikiko Bazeley shares her learnings from building the ML Platform at Mailchimp. With us today on the episode is our guest, Mikiko Bazeley. With us today on the episode is our guest, Mikiko Bazeley.

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AWS Machine Learning Blog

JANUARY 17, 2023

It’s in a company’s best interest to retain existing customers instead of acquiring new customers, because it usually costs significantly more to attract new customers. Healthcare and life sciences. Understanding customer behavior is top of mind for every business today. Extract and analyze data from documents. Churn prediction.

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The MLOps Blog

JANUARY 5, 2023

To get started, it is my pleasure to introduce you to our guest, machine learning and data science engineer Kuba Cieslik. Sabine: What kinds of things are you working on right now? You can watch it on YouTube: Or listen to it as a podcast on: Spotify Apple Podcasts But if you prefer a written version, here it is! Welcome, Kuba.

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ODSC - Open Data Science

FEBRUARY 8, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. Data science — The discipline within the organization that makes data products.

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Hacker News

NOVEMBER 10, 2021

And it’s one that I think has extremely deep implications—both in science and beyond. And it’s one that I think has extremely deep implications—both in science and beyond. But it’s something very universal—a kind of ultimate limit of all abstraction and generalization. The Entangled Limit of Everything. I call it the ruliad.

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Data Science 101

JANUARY 19, 2021

She offers coaching, workshops, and online support for people looking to achieve goals in any aspect of life. She has organized conferences, served as an editor for numerous publications, and authored 3 books. Deb joined to talk about goal setting and her latest book, Your Goal Guide. Connect with Deb. See more episodes from The Example Show.

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Data Science 98

Mlearning.ai

MAY 23, 2023

Hey guys, in this blog we will see some of the most asked Data Science Interview Questions by interviewers in [year]. Data science has become an integral part of many industries, and as a result, the demand for skilled data scientists is soaring. Read the full blog here —  [link] Data Science Interview Questions for Freshers 1.

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Alation

JULY 7, 2022

I was changing careers and had just completed a degree in Library and Information Science. I spent the next six months taking notes, asking questions, and mastering a different kind of metadata and information management than what I had learned in school. But how did we arrive here? The first was in Madison, Wisconsin.

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IBM Journey to AI blog

JANUARY 10, 2024

Artificial intelligence (AI) refers to the convergent fields of computer and data science focused on building machines with human intelligence to perform tasks that would previously have required a human being. text, images, audio and more), which enables the system to generalize its learning to new, unseen data.

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AWS Machine Learning Blog

MARCH 13, 2024

It achieves better performance compared to other publicly available models of similar or larger scales across different domains, including question answering, commonsense reasoning, mathematics and science, and coding. Today, we’re excited to announce that the Gemma model is now available for customers using Amazon SageMaker JumpStart.

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Flipboard

MARCH 6, 2023

It’s going to “ generate a new form of human consciousness.” Generative AI — or the new artificial intelligence that can create original content, including essays, fine art, and software code — is the talk of the town in Silicon Valley. Millions of people are already using apps like ChatGPT to write books, create art, and develop code.

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O'Reilly Media

NOVEMBER 28, 2023

We see plenty of room for growth, particularly as adopters discover new use cases and reimagine how they do business. Generative AI has been the biggest technology story of 2023. Almost everybody’s played with ChatGPT, Stable Diffusion, GitHub Copilot, or Midjourney. A few have even tried out Bard or Claude, or run LLaMA 1 on their laptop.

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AWS Machine Learning Blog

SEPTEMBER 6, 2023

Today, we are excited to announce the capability to fine-tune Llama 2 models by Meta using Amazon SageMaker JumpStart. The Llama 2 family of large language models (LLMs) is a collection of pre-trained and fine-tuned generative text models ranging in scale from 7 billion to 70 billion parameters.

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O'Reilly Media

OCTOBER 19, 2021

This is both frustrating for companies that would prefer making ML an ordinary, fuss-free value-generating function like software engineering, as well as exciting for vendors who see the opportunity to create buzz around a new category of enterprise software. The new category is often called MLOps.

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Google Research AI blog

JANUARY 18, 2023

Posted by Jeff Dean, Senior Fellow and SVP of Google Research, on behalf of the Google Research community Today we kick off a series of blog posts about exciting new developments from Google Research. All kinds of tasks. Creative tasks, like creating music, drawing new pictures, or creating videos. Let’s get started!

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Flipboard

MARCH 14, 2023

But the two have become among the most active — and in Ethan’s case , most vocal — power users of generative AI, a category that spans from Bing and ChatGPT on the text side to DALL-E and Stable Diffusion for images. In a couple seconds, Bing had an answer: “Dylan Matthews is one of the senior correspondents at Vox. So far, so good.)

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Snorkel AI

MAY 25, 2023

Large language models are foundation models (a kind of large neural network) that generate or embed text. This is why when fed the prompt “I went to see the New York,” the first token GPT-3 generates will almost always be a sports team or performance venue associated with the city. But what are large language models? How do they work?

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