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DATA SCIENCE

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Chunks within this category

AI research papers - Attention is all you need (about transformer models, LLMs)

AI research papers - Attention is all you need (about transformer models, LLMs)

Transformer models and LLMs large language models in AI, Neural Networks, Deep Learning

Transformer models and LLMs large language models in AI, Neural Networks, Deep Learning

LangChain - tool for Developers: build websites with the API from OpenAI, Chat GPT and more

LangChain - tool for Developers: build websites with the API from OpenAI, Chat GPT and more

Open source LLMs (large language models) - Llama, Alpaca and others

Open source LLMs (large language models) - Llama, Alpaca and others

Learn how to make apps or websites with no code / low-code - data, databases

Learn how to make apps or websites with no code / low-code

Scraping websites for data - how to scrape - tools, resources, suggestions

Scraping websites for data - how to scrape - tools, resources, suggestions

LLMs large language models like GPT from OpenAI and Neural Networks, Deep Learning

LLMs large language models like GPT from OpenAI and Neural Networks, Deep Learning

Academic Research - tools for literature review - references, citations

Academic Research - tools for literature review - references, citations

Academic Research - AI powered tools for literature review - visualization tools

Academic Research - AI powered tools for literature review - visualization tools

Courses to learn how to use the tools for AI and Data Science - numPy, Pandas, Matplotlib, more

Courses to learn how to use the tools for AI and Data Science - numPy, Pandas, Matplotlib, more

Statistics - courses, pathways

Statistics - courses, pathways

Getting started with Machine Learning (AI) - pathways from beginner to advanced

Getting started with Machine Learning (AI) - pathways from beginner to advanced

Probability and Statistics - ideas, concepts

Probability and Statistics - ideas, concepts

ATT: Apple’s App Tracking Transparency - Data and Social Media, Facebook: Privacy, Security

ATT: Apple’s App Tracking Transparency - Data and Social Media, Facebook: Privacy, Security

Moneyball, Data, Statistics and the Business of Sports - talent acquisition

Moneyball, Data, Statistics and the Business of Sports - talent acquisition

Add AI to your website - Tools for Machine Learning

Add AI to your website - Tools for Machine Learning

Open Data - for Science, Academic Research and Data Science

Open Data - for Science, Academic Research and Data Science

Resources within this category

Article

Scraping web data using Simplescraper and Parabola

In this tutorial, we will look at how to scrape baseball data from a website using Simplescraper and then how to transform this data in Parabola. Y... (2023)


Article

How to scrape and transform web data - low code tutorial from MakerPad

Ever wanted to extract lots of data from one or more websites without doing it manually? Web scraping tools like ParseHub and Simplescraper can hel... (2023)


Article

GitHub - ML-Study-Guide: Minimal Machine Learning Study Plan

Minimal Machine Learning Study Plan. Contribute to AssemblyAI-Examples/ML-Study-Guide development by creating an account on GitHub. (2023)


Article

Techniques for Training Large Neural Networks - OpenAI

Large neural networks are at the core of many recent advances in AI, but training them is a difficult engineering and research challenge which requ... (2022)


Article

The IEA wants to make their data available to the public – Our World in Data

We are just one step away from unlocking the world’s energy data for everyone. This would be a massive achievement for progress on energy and clima... (2022)


Article

The IEA publishes the detailed, global energy data we all need, but its funders force it behind paywalls.

Let’s ask the International Energy Agency to change it. - Our World in Data The high costs of data exclude many from the global dialogue on ene... (2021)


Article

It took a pandemic, but the US finally has (some) centralized medical data | MIT Technology Review

Throughout the pandemic, there has been serious tension between what the public wants to know and what scientists have been able to say for certain... (2021)


Article

Ultimate Guide to Web Scraping with Python Part 1: Requests and BeautifulSoup – LearnDataSci

Request and wrangling HTML using two of the most popular Python libraries for web scraping: requests and BeautifulSoup. (2021)


Article

How a Google Street View image of your house predicts your risk of a car accident | MIT Technology Review

Google Street View has become a surprisingly useful way to learn about the world without stepping into it. People use it to plan journeys, to explo... (2021)


Article

Learn Data Visualization in This Free 17-Hour Course

Business is becoming increasingly data driven and this data needs to be visualized to make it easier to understand. Data Visualization is a growing... (2021)


Article

Google is acquiring data science community Kaggle – TechCrunch

Sources tell us that Google is acquiring Kaggle, a platform that hosts data science and machine learning competitions. Details about the transactio... (2021)


Article

How to Analyze Data with Python, Pandas & Numpy - 10 Hour Course

Data Analysis is an in-demand field but it can be hard to get into as a beginner. We've just released a 10-hour beginner-friendly video course to t... (2021)


Article

2020 First Street Foundation Flood Model Methodology Overview

A technical breakdown of the methodology behind the First Street Foundation Flood Model, a nationwide, probabilistic flood model. (2020)


Article

Why Americans are so enamored with election polls

Polling is an imperfect attempt at providing insight and explanation. But the public's desire for insight and explanation about elections never end... (2020)


Article

A radical new technique lets AI learn with practically no data

“Less than one”-shot learning can teach a model to identify more objects than the number of examples it is trained on. (2020)


Article

Natural Language Processing (NLP) with Python

Tutorial on the basics of natural language processing (NLP) with sample coding implementations in Python. — Tutorial | by Towards AI Team | Towa... (2020)


Article

Facebook Says it Will Stop Operating in Europe If Regulators Don’t Back Down

European regulators are cracking down on Facebook's ability to transfer data across the Atlantic. Now the tech giant is threatening to pull its ser... (2020)


Article

The Sturgis Biker Rally Did Not Cause 266,796 Cases of COVID-19

The huge figure immediately hit the “confirmation bias” button in many people’s brains. But hold up. This is an entry in Viral Studies, a Slate ... (2020)


Article

How to pick more beautiful colors for your data visualizations

Choosing good colors for your charts is hard. This article tries to make it easier. Choosing good colors for your charts is hard. This article t... (2020)


Article

How we learnt to stop worrying and love web scraping - Nature

For Nicholas DeVito, Georgia Richards and Peter Inglesby, custom webscrapers have driven their research — and their collaborations. Such a tool ... (2020)


Article

Where The Latest COVID-19 Models Think We're Headed — And Why They Disagree

We’re tracking 12 infectious disease models to understand where the coronavirus death toll could be headed in the coming weeks (2020)


Article

The CDC and States Are Misreporting COVID-19 Test Data

The government’s disease-fighting agency is conflating viral and antibody tests, compromising a few crucial metrics that governors depend on to reo... (2020)


Article

How to Think about "Implicit Bias"

Amidst a controversy, it’s important to remember that implicit bias is real—and it matters When is the last time a stereotype popped into your m... (2020)


Article

Why It’s So Freaking Hard To Make A Good COVID-19 Model 

Here we are, in the middle of a pandemic, staring out our living room windows like aquarium fish. The question on everybody’s minds: How bad will t... (2020)


Article

Stanford Professor: Data Indicates We’re Severely Overreacting To Coronavirus

In an analysis published Tuesday, Stanford’s John P.A. Ioannidis — co-director of the university’s Meta-Research Innovation Center and ... (2020)


Article

A biased medical algorithm favored white people for health-care programs

A study has highlighted the risks inherent in using historical data to train machine-learning algorithms to make predictions.The news: An algorithm... (2020)


Article

In depth guide to running Elasticsearch in production

In this post, I discuss in-depth information on how to manage elasticsearch in production (2020)


Article

Our personal health history is too valuable to be harvested by the tech giants

Action to prevent deeper access to our private lives and data is more essential than ever Health data paints a rich picture of our lives. Even i... (2020)


Article

Your Poorly Secured Medical Credit Score Could Deny You Care

There is now a number, that you can't see, that follows you wherever you go. (2020)


Article

University Data Science Programs Turn to Ethics and the Humanities | EdSurge News

Data scientist Mark Madsen has been programming and crunching data long before buzzwords like artificial intelligence and machine learning were com... (2019)


Video

Introducing Python in Excel

You can use Python INSIDE Excel now 😱 In this video I'll introduce this game cha... (2023)


Video

Stanford's FREE data science book and course are the best yet

Stanford's FREE data science book and course are the best yet (2023)


Video

ChatGPT code interpreter: A Literal *AI Game Changer* for Research & Academia

In this video, I will share with you what I think is a monumental game changer for research and academia (2023)


Video

How to Link Tables in Airtable - from beginner to intermediate linking

Linking tables in Airtable is easy with these steps! We start with the basics and work with direct table links, then branch into more advanced use ... (2023)


Video

Matplotlib Crash Course - 1 hour

Learn the basics of Matplotlib in this crash course tutorial. Matplotlib is an amazing data visualization library for Python. You will also learn h... (2023)


Video

Complete Python Pandas Data Science Tutorial! (Reading CSV/Excel files, Sorting, Filtering, Groupby)

Practice your Python Pandas data science skills with problems on StrataScratc (2023)


Video

NumPy Crash Course - Complete Tutorial 1 hour

Learn NumPy in this complete 60 minutes Crash Course! I show you all the essential functi... (2023)


Video

Intermediate Python Programming Course - 6 hours - freeCodeCamp

Take your Python skills to the next level with this intermediate Python course. First, you will get a review of basic concepts such as lists, strin... (2023)


Video

Learn Python - Full Course for Beginners - 4 hours - freeCodeCamp [Tutorial]

This course will give you a full introduction into all of the core concepts in python. Follow along with the videos and you'll be a python programm... (2023)


Video

How I would learn Machine Learning (if I could start over)

In this video, I give you my step by step process on how I would learn Machine Learning if I could start over again, and provide you with all recom... (2023)


Video

How I Would Learn Data Science (If I Had to Start Over)

In this video, I talk about how I would learn data science if I had to start again from scratch. Learning data science and machine learning is a li... (2021)


Video

Beginner Kaggle Data Science Project Walk-Through (Titanic)

In this video I walk through an entire Kaggle data science project. I use the titanic kaggle competition to show you how I start thinking about the... (2021)


Video

Ethics & AI: Equal Access and Algorithmic Bias

The potential for AI to help society is enormous. But at the same time we need to develop technology with a focus on ethics, access and fairness. T... (2021)


Video

Simpson's Paradox - Statistics

Thanks to brilliant.org/minutephysics for sponsoring this video! This video is about Simpson's paradox, a statistical paradox and ecological fallac... (2020)


Video

Installing PostgreSQL and Creating Your First Database - SQL Tutorial for Beginners 1

In this video we will begin learning SQL Basics. To get started writing SQL, we need to first set up a server and a database. The server we will be... (2019)


Video

How data transformed the NBA | The Economist

NBA teams are changing the way they play basketball. The Houston Rockets, who boast stars like James Harden, have used data analytics to help them ... (2019)


Video

Introducing GraphOS

GraphOS, by GraphPath, is the the world’s first decentralized operating system for Knowledge Graphs on the blockchain, that will be enabled by the ... (2018)


Video

Intro to Linear Regression | Marginal Revolution University

Marginal Revolution University Published on Oct 17, 2017 "Do good looking professors score higher on course evaluations? Let’s ask the data! Jo... (2018)


Video

Intro to Understanding Data | Marginal Revolution University

Researchers at universities, smartphones, web apps, the government, and more — they’re all amassing mountains of data. But what does all this data ... (2018)


Video

Rethinking the traditional database: Blockchain | LinkedIn Learning

Join Jonathan Reichental for an in-depth discussion in this video, Rethinking the traditional database, part of Blockchain Basics. (2018)


Podcast

Max Roser on building the world's best source of COVID-19 data at Our World in Data - 80,000 Hours podcast

Max runs Our World in Data, a small education nonprofit which began the pandemic with just six staff. But since last February his team has supplied... (2021)


Podcast

Florence Nightingale: Data Viz Pioneer - 99% Invisible | Podcast on Spotify

Listen to this episode from 99% Invisible on Spotify. Victorian nurse Florence Nightingale (played in this episode by her distant cous... (2021)


Podcast

Podcast 29: Growing an Online Training Business – With the Co-Founder of DataCamp - Talented Learning

How do you build a successful online training business? Great courses matter. But so do other factors, says CEO of data science education portal, D... (2019)


Podcast

a16z Podcast: The Product Edge in Machine Learning Startups – 2017 - Andreessen Horowitz

A lot of machine learning startups initially feel a bit of “impostor syndrome” around competing with big companies, because (the argument goes), th... (2017)


Podcast

a16z Podcast: The Taxonomy of Collective Knowledge – Andreessen Horowitz

What do disease diagnostics, language learning, and image recognition have in common? All depend on the organization of collective intelligence: da... (2017)


Podcast

Foursquare CEO Jeff Glueck on using data to map the global economy | This Week In Startups

First, Jeff Glueck, CEO of Foursquare, talks with Jason about splitting the product into two separate apps, bridging the digital & the physical, an... (2018)


Book

Superforecasting: The Art and Science of Prediction by Philip E. Tetlock

Superforecasting has 7,271 ratings and 617 reviews. "Everyone would benefit from seeing further into the future, whether buying stocks, craftin... (2018)


Website

Simplescraper — Scrape Websites and turn them into APIs

Web scraping made easy — a powerful and free Chrome extension for scraping websites in your browser, automated in the cloud, or via API. No code re... (2023)


Website

Parabola - automations | The better way to operate

Parabola is your toolkit for faster, smarter work. Automate any manual task you usually do in a spreadsheet. Tedious manual processes never help y... (2023)


Website

ParseHub | Free web scraping - The most powerful web scraper

ParseHub is a free and powerful web scraping tool. With our advanced web scraper, extracting data is as easy as clicking on the data you need. S... (2023)


Website

Python - Codecademy

Codecademy is the easiest way to learn how to code. It's interactive, fun, and you can do it with your friends. Python is a general-purpose, ver... (2021)


Website

Kaggle: Your Machine Learning and Data Science Community

Kaggle is the world’s largest data science community with powerful tools and resources to help you achieve your data science goals. Kaggle offer... (2021)


Website

Dataquest

Our hands-on data science courses will help you learn R, Python and SQL from scratch — so you can land your first data science job! (2021)


Website

DataCamp

Learn Data Science from the comfort of your browser, at your own pace with DataCamp's video tutorials & coding challenges on R, Python, Statist... (2021)


Website

PredictIt

PredictIt is a New Zealand-based prediction market that offers prediction exchanges on political and financial events. PredictIt is owned and opera... (2020)


Website

Forecasting the US 2020 elections

Right now, our model thinks Joe Biden is likely to beat Donald Trump in the electoral college (2020)


Website

Second Measure - An analytics platform that lets you see inside companies

Second Measure - A dashboard that provides a daily view into company performance and consumer behavior. (2020)


Website

Our World in Data

Research and interactive data visualizations to understand the world’s largest problems. Living conditions around the world are changing rapidly. ... (2019)


Website

Dedupe.io - De-duplicate and find matches in your database

Dedupe.io is a powerful tool that learns the best way to match similar rows in your Excel spreadsheet or database. Using cutting-edge research in m... (2019)


Website

PSequel, a PostgreSQL GUI Tool for macOS

for MAC, use this!! - Psequel is a PostgreSQL GUI tool for macOS. (2019)


Website

Postgres.app – the easiest way to get started with PostgreSQL on the Mac

for MAC - use this! Postgres.app is a full featured PostgreSQL installation packaged as a standard Mac app. (2019)


Website

Anaconda Python/R Distribution - Anaconda

The open-source Anaconda Distribution is the easiest way to perform Python/R data science and machine learning on Linux, Windows, and Mac OS X. Wit... (2019)


Website

Project Jupyter | Installing the Jupyter Notebook

The Jupyter Notebook is a web-based interactive computing platform. The notebook combines live code, equations, narrative text, visualizations, int... (2019)


Website

tensorflow - playground

Tinker With a Neural Network Right Here in Your Browser.Don’t Worry, You Can’t Break It. We Promise. (2018)


Website

Google Dataset Search

search tool for data sets (2018)


Website

Making 27.31TB of research data available || Academic Torrents

We've designed a distributed system for sharing enormous datasets - for researchers, by researchers. The result is a scalable, secure, and fault-to... (2018)


Content Stats

139 Articles
20 Videos
6 Podcasts
1 Books
19 Websites
6 Course Links
65 Chunks