Becoming Human

AUGUST 15, 2023

Introduction In the world of data science and machine learning, logistic regression is a powerful and widely-used algorithm. Despite its name, it has nothing to do with handling logistics or moving goods. What is Logistic Regression? X ( x_1 , x_2 , … , x_n ) are the input features of a data point. Sigmoid Function.

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Mlearning.ai

JUNE 28, 2023

In this article, I will take you through what it’s like coding your own AI for the first time at the age of 16. I came up with an idea of a Natural Language Processing (NLP) AI program that can generate exam questions and choices about Named Entity Recognition (who, what, where, when, why). Are you ready to explore? Let’s begin!

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The MLOps Blog

MARCH 15, 2023

If you will ask data professionals about what is the most challenging part of their day to day work, you will likely discover their concerns around managing different aspects of data before they get to graduate to the data modeling stage. This is what data processing pipelines do for you.

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Mlearning.ai

MARCH 15, 2023

Large Language Models can be used in every step of the process for developing a recommendation system. In this project I utilized OpenAI’s models to synthesize, format, store, and apply embeddings on the data to tailor recommendations for myself. I have added a quick demo of the frontend interface I made for myself.

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Hacker News

JANUARY 9, 2024

Sometimes it’s a story of painstakingly curating data that’s never been assembled before. To us it’s profoundly satisfying to see what has been done over the past three decades with everything we’ve built so far. Version 14.0 of Wolfram Language and Mathematica is available immediately both on the desktop and in the cloud.

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Hacker News

JUNE 28, 2023

of Mathematica (and what’s now Wolfram Language). And when it comes to what’s now Wolfram Language, there’s a wonderful timelessness to it. So it becomes the medium through which humans can confirm or correct what LLMs do, to deliver computational language code that can be confidently assembled into a larger system.

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Hacker News

FEBRUARY 14, 2023

My purpose here is to give a rough outline of what’s going on inside ChatGPT—and then to explore why it is that it can do so well in producing what we might consider to be meaningful text. And the essence of what I’ll say applies just as well to other current “large language models” [LLMs] as to ChatGPT.)

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DagsHub

MAY 7, 2024

One of the main reasons for this failure is the lack of ML model testing to ensure that the products remain secure from potential threats while maintaining reliability, robustness, and scalability at the deployment stage. This can only be done by rigorous and continuous testing of your ML models. What is Machine Learning Model Testing?

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DagsHub

MAY 7, 2024

One of the main reasons for this failure is the lack of ML model testing to ensure that the products remain secure from potential threats while maintaining reliability, robustness, and scalability at the deployment stage. This can only be done by rigorous and continuous testing of your ML models. What is Machine Learning Model Testing?

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The MLOps Blog

JANUARY 23, 2023

The authors give a solid overview of: What MLOps is, Principles and components of the MLOps ecosystem, People/roles involved in doing MLOps, MLOps architecture and workflow that many teams have. Founded neptune.ai , a modular MLOps component for ML metadata store , aka “experiment tracker + model registry”. Ok, let me explain.

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Hacker News

FEBRUARY 2, 2023

But what I coveted most was the largest physics book collection there: a series of five plushly illustrated college textbooks. But what I coveted most was the largest physics book collection there: a series of five plushly illustrated college textbooks. This is part 2 in a 3-part series about the Second Law: 1. How Did We Get Here?

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ODSC - Open Data Science

MARCH 3, 2023

As newer fields emerge within data science and the research is still hard to grasp, sometimes it’s best to talk to the experts and pioneers of the field. How close are we to a “Holy Grail,” aka the Ultimate Machine Learning Algorithm? It learns from text, images, and robot actions, and then it learns what to do.

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Alation

APRIL 26, 2021

This is where a data dictionary and business glossary become useful for getting both your business and IT teams on the same page. What is a data dictionary? As the name suggests, a data dictionary defines and describes technical data terms. Data terms could be database schemas, tables, or columns.

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Alation

APRIL 14, 2022

Moving data to the cloud can bring immense operational benefits. However, the sheer volume and complexity of today’s enterprise data can cause downstream headaches for data users. Semantics, context, and how data is tracked and used mean even more as you stretch to reach post-migration goals. Data pipeline orchestration.

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phData

MAY 1, 2023

We regularly evaluate the data space for gaps across customers or the industry and aim to solve those with people and technology. Over the last month, we’ve mostly focused on bringing our customers a new version of the Provision tool (AKA Tram). Welcome to the April 2023 update of the phData Toolkit blog series! So why did we do this?

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Alation

JANUARY 25, 2022

Data fabric is now on the minds of most data management leaders. In our previous blog, Data Mesh vs. Data Fabric: A Love Story , we defined data fabric and outlined its uses and motivations. The data catalog is a foundational layer of the data fabric.

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Alation

JANUARY 13, 2022

And now, arguably the greatest rivalry the world (well, at least the data community) has ever witnessed: Data Fabric vs Data Mesh! Data fabric and data mesh are both having a moment. Gartner calls data fabric the Future of Data Management 1. Gartner on Data Fabric. Thoughtworks on Data Mesh.

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ML Review

MARCH 5, 2019

At MTank, we work towards two goals: (1) Model and distil knowledge within AI. (2) Word embeddings Visualisation of word embeddings in AI Distillery Word2vec is a popular algorithm used to generate word representations (aka embeddings) for words in a vector space. 2) Make progress towards creating truly intelligent machines.

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The MLOps Blog

DECEMBER 28, 2022

The leaders are frequently faced with a lot of hurdles and questions, such as 1 What should be the team size? The leaders are frequently faced with a lot of hurdles and questions, such as 1 What should be the team size? 2 What type of skills should my team possess? There is no golden rule on how to build successful ML teams.

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Dataconomy

MARCH 30, 2023

So what does AI mean to humanity right now? In this article, we will explain Elon Musk’s AI warning, ChatGPT’s left-leaning biases, Lords AI weapons committee’s second public evidence, how publishers will be affected by the rise of chatbots, AI whisperer jobs, aka prompt engineers, and Bing AI ads.

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Dataconomy

MARCH 30, 2023

So what does AI mean to humanity right now? In this article, we will explain Elon Musk’s AI warning, ChatGPT’s left-leaning biases, Lords AI weapons committee’s second public evidence, how publishers will be affected by the rise of chatbots, AI whisperer jobs, aka prompt engineers, and Bing AI ads.

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