Towards AI

JULY 22, 2023

While scraping enabled models to get where they are, cleanly sourced data is going to become more and important As I wrapped up the research for this piece and was about to start writing, OpenAI had a perfect announcement to go with it — they are temporarily disabling the “Browse with Bing” feature on ChatGPT. How do you calculate A, B, C?

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Data Science 101

OCTOBER 17, 2023

Note: The views in these interviews are personal views and do not represent the interviewee’s employer. And one primary driver for my research into the origin story and the early research is a desire to see that original set of questions and name them and hold onto them when now we tend to latch on only to affordances and power.

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Pickl AI

JULY 12, 2023

With Grammarly, students can refine their essays, assignments, and research papers, ensuring their work is error-free and well-written. Students can utilize Wolfram Alpha to tackle challenging math problems, explore scientific concepts, and access a wealth of information for their projects. This eventually helps in the research work.

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O'Reilly Media

MARCH 14, 2023

This is somewhat surprising because, if you’ve read much about ChatGPT, you know that math isn’t one of its strong points. So ChatGPT didn’t actually run the program; not surprising, many commentators have noted that ChatGPT doesn’t run the code that it writes. ChatGPT correctly answered that this number was not prime.

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PyImageSearch

DECEMBER 5, 2022

This lesson is the 1st of a 2-part series on Autodiff 101 — Understanding Automatic Differentiation from Scratch : Automatic Differentiation Part 1: Understanding the Math (today’s tutorial) Automatic Differentiation Part 2: Implementation Using Micrograd To learn about automatic differentiation, just keep reading. This is more FLOPs.

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Towards AI

SEPTEMBER 22, 2023

Instead of focusing on technical aspects, the authors explore the anxieties experienced by researchers due to the challenges of the rapid advancement of AI. It is interesting to know that academic researchers at the top institutes are also worried about “not coping with the current pace of AI advancement”.

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AssemblyAI

MARCH 8, 2023

The next generation of AI research and technology is here–and everyone is talking about it, thanks in large part to recent developments like ChatGPT and Stable Diffusion text-to-image generation. Note that OpenAI may use the requests submitted to their models to train and improve future models. Best AI playgrounds in 2023 1.

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Hacker News

MARCH 25, 2022

Stanford researchers called transformers “foundation models” in an August 2021 paper because they see them driving a paradigm shift in AI. They’re helping researchers understand the chains of genes in DNA and amino acids in proteins in ways that can speed drug design. What Can Transformer Models Do? We know “it” refers to the pitcher.

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Snorkel AI

AUGUST 16, 2023

Chris Glaze, Snorkel researcher How does generative AI work? Like other forms of artificial intelligence, generative AI starts with math. But math covers only the model itself. Gartner’s 2023 Hype Cycle for AI noted that the gap between expectations and outcomes on genAI is currently quite wide. And lots of it.

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Snorkel AI

AUGUST 16, 2023

Chris Glaze, Snorkel researcher How does generative AI work? Like other forms of artificial intelligence, generative AI starts with math. But math covers only the model itself. Gartner’s 2023 Hype Cycle for AI noted that the gap between expectations and outcomes on GenAI is currently quite wide. And lots of it.

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Dataconomy

SEPTEMBER 12, 2023

Best ChatGPT plugins It’s important to note that the list of plugins provided here isn’t ranked from best to worst. Prompt example: “Can you create a Google Sheet and populate it with today’s meeting notes through Zapier?”

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Flipboard

AUGUST 1, 2023

Indeed, the US government’s record to date on AI has mostly involved vague calls for “continued United States leadership in artificial intelligence research and development” or “adoption of artificial intelligence technologies in the Federal Government,” which is fine, but not exactly concrete policy. Principles, rather than programming.

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Mlearning.ai

FEBRUARY 7, 2023

Here is a breakdown of this story: Image Credit: Author, Almudena Pereira The ChatGPT ecosystem is moving very fast  — if you know or even maintain a list of ChatGPT prompts or resources please drop me a note (respond to this article, send me the link and what it is about). Note: When using Midjourney, never count the fingers.

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ODSC - Open Data Science

OCTOBER 24, 2023

Editor’s note: Vincent Granville is a speaker for ODSC West this October 30th to November 2nd. Vincent lives in Washington state, and enjoys doing research on stochastic processes, dynamical systems, experimental math and probabilistic number theory. There are two aspects to this problem of synthesizing data.

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Becoming Human

MAY 15, 2023

Note: Functional Programming and Object Oriented Programming will help you to build a clean & reusable code. Most people are afraid after hearing the term Math, and in data science, predictive modeling is totally based on Math. Note : Now, Start joining Data Science communities on social media platforms.

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BAIR

APRIL 3, 2023

We emphasize that Koala is a research prototype, and while we hope that its release will provide a valuable community resource, it still has major shortcomings in terms of content, safety, and reliability, and should not be used outside of research. Open Source Data Open Instruction Generalist (OIG). Stanford Alpaca. Anthropic HH.

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DataRobot

FEBRUARY 10, 2021

The promise and power of AI lead many researchers to gloss over the ways in which things can go wrong when building and operationalizing machine learning models. As a data scientist, one of my passions is to reproduce research papers as a learning exercise. As these examples show, errors in machine learning can be subtle.

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PyImageSearch

FEBRUARY 20, 2023

Major companies like Google Research , Hugging Face , and OpenAI are already using JAX heavily, so this is a valuable skill to have. Note: The section about autograd and XLA is meant to provide a more holistic understanding of the principles with which JAX was built. Let’s get started and learn all about it! What Is JAX?

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Mlearning.ai

OCTOBER 31, 2023

However, it’s important to note that quantum computers are currently expensive to make and not ready for widespread use. The tech handles the complicated math needed to make routes more sustainable, makes shipping better for the environment and changes the whole maritime logistics system to work better.

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PyImageSearch

JANUARY 23, 2023

Our Dummy Dataset Breaking Down the Math Configuring Your Development Environment Having Problems Configuring Your Development Environment? Breaking Down the Math As we had done for Gradient Boosting, let us glance over the math that is behind XGBoost ( Figure 2 ) Figure 2: General Equations for XGBoost ( source ).

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Alation

FEBRUARY 13, 2020

And, leading analysts at 451 Research , Constellation , Dresner Advisory Services , Forrester, and GigaOm have all noted the growing importance of data catalogs and recognized Alation as a leader in the data cataloging category. The research examined the potential ROI enterprises realize by deploying Alation.

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Heartbeat

DECEMBER 14, 2023

tools = load_tools(["ddg-search", "llm-math", "wikipedia"], llm=llm) tools[0].description Page: Geoffrey Hinton Summary: Geoffrey Everest Hinton (born 6 December 1947) is a British-Canadian cognitive psychologist and computer scientist, most noted for his work on artificial neural networks. " tools[2].description

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ODSC - Open Data Science

FEBRUARY 14, 2023

It is the latest in the research lab’s lineage of large language models using Generative Pre-trained Transformer (GPT) technology. Even the CEO of OpenAI provided a note of caution around the technology, “ChatGPT is incredibly limited, but good enough at some things to create a misleading impression of greatness.

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PyImageSearch

JANUARY 16, 2023

In this blog post, we will thoroughly understand what Gradient Boosting is and understand the math behind this beautiful concept. Note that this first example will focus on Gradient Boosting for regression. Since we already have spoken about the training set, the next thing to note here is the differentiable loss function.

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Dataconomy

DECEMBER 1, 2023

Trained on a comprehensive database of specific subjects such as calculus, math, English, biology and chemistry, these chatbots are designed to answer anything you have in your academic life. Quizbot has also added an audio to text tool to the chatbox so that you can ask this question while taking notes. Quizbot.ai

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Flipboard

MARCH 15, 2023

GPT-4 can also score a 700 out of 800 on the SAT math test, compared to a 590 in its previous version. It’s important to note that BingGPT has limitations on how many conversations you can have a day, and it doesn’t allow you to input images. Researchers worry we don’t know what data it’s being trained on. received.

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PyImageSearch

DECEMBER 12, 2022

To avoid crowding a single tutorial with too much math, we check out the math behind today’s concept: AdaBoost. In this tutorial, you will learn the underlying math behind one of the prerequisites of XGBoost. Now, let’s get our hands dirty and get closer to understanding the math behind it!

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O'Reilly Media

JULY 18, 2023

advisor (and soon-to-be faculty colleague) Philip Guo and I are presenting a research paper at the International Computing Education Research conference (ICER) on this very topic. Do note that most instructors we interviewed weren’t completely on one side or the other—they shared a mix of ideas from both categories.

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Flipboard

MARCH 7, 2023

School district leaders have taken note, developing multi-year adoption plans for their schools. I was looking for something that was backed by great research, had good tech support and would have professional development,” Van Fossan says. They didn’t recognize letters they should be,” Raymond says.

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O'Reilly Media

NOVEMBER 29, 2022

It’s important to note that each of the five principles addresses outcomes, rather than processes. Cathy O’Neil, the author of Weapons of Math Destruction , has suggested a similar outcomes-based approach for reducing specific harms caused by algorithmic bias. Gamifying or crowdsourcing bias detection are also effective tactics.

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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. Please keep your eye on this space and look for the title “Google Research, 2022 & Beyond” for more articles in the series.

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Smart Data Collective

MARCH 23, 2022

So do your research before making any decisions. Take note, especially of the transaction fees. If you do your math and you notice any hidden fees, then it’s time you switch payment processors. Also, note that better technology and advanced features will cost you additional fees, but it will offer better value.

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AWS Machine Learning Blog

DECEMBER 5, 2023

Further details of the underlying math can be found in the accompanying whitepaper. Note that because the team training the LLM itself is also running the Stained Glass SDK, there is no exposure or sending of model weights that is necessary for this step to be completed.

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Precisely

JANUARY 4, 2023

I didn’t know anything about programming or computer science before that, and math was my least favorite subject, but taking his advice was the best thing I could have done. In order to build up a reputation like this, it helps to be diligent and comprehensive with research, and learn how to synthesize information from various sources.

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AWS Machine Learning Blog

DECEMBER 22, 2023

The template used to build a prompt for the Instruct model is defined as follows: [INST] Instruction [/INST] Model answer [INST] Follow-up instruction [/INST]] Note that and are special tokens for beginning of string (BOS) and end of string (EOS), whereas [INST] and [/INST] are regular strings. strip(), " [/INST] ", (answer["content"]).strip(),

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phData

JANUARY 8, 2024

These versatile models are rapidly changing the game in fields like writing, research, and communication (even pushing the boundaries of natural language processing). It’s important to note here that some models are farther along in code generation than others. Initialize a variable called `sum` to 0. Return the `sum` variable.

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AWS Machine Learning Blog

JULY 24, 2023

Press next and name the role inf-ecr-access Note: the policy we attached gives the EC2 instance full access to Amazon ECR. Note : We need to enter at-least one value (default region or default format) to create the default profile. Filter for AmazonEC2ContainerRegistryFullAccess and select it. We’re relying on IAM roles to do that.

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