Hacker News

FEBRUARY 19, 2024

A collection of learning resources for curious software engineers - charlax/professional-programming

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KDnuggets

DECEMBER 22, 2023

Here are our top posts of 2023, including: 5 Free Books to Master Data Science • 5 Free Courses to Master Machine Learning • 3 Ways to Access GPT-4 for Free • and much more!

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Machine Learning Machine Learning Data Science 312

KDnuggets

MARCH 24, 2020

Whether you are just learning Data Science, a current professional, or just interested, it's crucial to keep the mind stimulated and stay current. With conferences, schools, and travel largely canceled because of #coronavirus, these remote resources will help you stay engaged.

Data Science 224

Data Science AI AI 224

KDnuggets

MARCH 3, 2022

This article will solely focus on learning linear algebra, as it forms the backbone of machine learning model implementation.

Machine Learning 364

Machine Learning Machine Learning 364

KDnuggets

FEBRUARY 13, 2023

Learn about ChatGPT through Cheat Sheets, Guides, Books, Tutorials, and Blogs.

Natural Language Processing 302

Natural Language Processing 302

ODSC - Open Data Science

DECEMBER 6, 2023

Though the field is still in its infancy, there’s a growing list of resources one can utilize if you’re interested in becoming a prompt engineer. So let’s explore some free online resources data scientists and non-tech-focused workers can use to build foundational prompt engineering skills.

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AI AI Data Science Machine Learning 98

KDnuggets

DECEMBER 16, 2021

Let’s take a look at the current state of statistics in data science, and what you can do to accelerate your learning.

Data Science 398

Data Science 398

KDnuggets

JANUARY 18, 2022

Unclutter your space and learn about the best books, free tutorials, courses, platforms, and certifications to start your data science journey.

Data Science 390

Data Science 390

KDnuggets

DECEMBER 20, 2023

We've partnered with Springboard, the leading data science bootcamp offering personalized 1:1 mentorship, dedicated career support, proven outcomes, and an unbeatable money-back job guarantee, to present a handpicked collection of resources to supercharge your data science journey in the coming year.

Data Science 343

Data Science 343

KDnuggets

MAY 14, 2024

Want to learn machine learning from the best of resources? Check out these free machine learning courses from the top universities of the world.

Machine Learning 367

Machine Learning Machine Learning 367

FlowingData

AUGUST 26, 2021

I’m Nathan Yau, and every month I collect visualization tools and learning resources that help you make better charts. Welcome to issue #154 of The Process, the newsletter for FlowingData members about how the charts get made. Here’s the good stuff for August.

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Analytics Vidhya

MAY 17, 2024

Introduction Machine learning (ML) is rapidly transforming various industries. Companies leverage machine learning to analyze data, predict trends, and make informed decisions. Learning ML has become crucial for anyone interested in a data career. From healthcare to finance, its impact is profound.

Machine Learning 258

Machine Learning Machine Learning ML ML 258

FlowingData

SEPTEMBER 30, 2022

I’m Nathan Yau, and every month I collect visualization tools and learning resources that help you make better charts. Welcome to issue #208 of The Process , where we look closer at how the charts get made. Become a member for access to this — plus tutorials, courses, and guides.

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KDnuggets

AUGUST 17, 2023

In this article, you will learn the fundamentals of what constitutes the core of ChatGPT (and the Large Language Models).

Artificial Intelligence 200

Artificial Intelligence Artificial Intelligence 200

KDnuggets

MAY 21, 2024

Learn data engineering through free courses, tutorials, books, tools, guides, roadmaps, practice exercises, projects, and other resources.

Data Engineering 298

Data Engineering Data Engineer Data Engineering Data Engineering 298

Flipboard

MAY 3, 2023

Machine Learning with ChatGPT Cheat Sheet • Data Visualization Best Practices & Resources for Effective Communication • ChatGLM-6B: A Lightweight, Open-Source ChatGPT Alternative • HuggingGPT: The Secret Weapon to Solve Complex AI Tasks • Automate Your Codebase with Promptr and GPT

Data Visualization 113

Data Visualization Machine Learning Machine Learning AI 113

insideBIGDATA

APRIL 11, 2023

One of my favorite learning resources for gaining an understanding for the mathematics behind deep learning is "Math for Deep Learning" by Ronald T. If you're interested in getting quickly up to speed with how deep learning algorithms work at a basic level, then this is the book for you.

Deep Learning 542

Deep Learning Deep Learning Algorithm Data Science 542

Machine Learning Research at Apple

DECEMBER 17, 2023

*= Equal Contributors Federated Learning (FL) is a technique to train models using data distributed across devices. Differential Privacy (DP) provides a formal privacy guarantee for sensitive data. Our goal is to train a large neural network language model (NNLM) on compute-constrained devices while preserving privacy using FL and DP.

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FlowingData

FEBRUARY 29, 2024

Every month I collect tools and resources that help you make better charts. Welcome to The Process , the newsletter for FlowingData members that looks closer at how the charts get made. I’m Nathan Yau. Here’s the good stuff for February. Become a member for access to this — plus tutorials, courses, and guides.

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FlowingData

DECEMBER 28, 2023

Every month I collect useful tools and resources to help you make better charts. Welcome to The Process , the newsletter for FlowingData members where we look closer at how the charts get made. I’m Nathan Yau. Here’s the last roundup of 2023. Become a member for access to this — plus tutorials, courses, and guides.

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FlowingData

JANUARY 25, 2024

Every month I collect useful tools and resources to help make better charts. Welcome to The Process , the newsletter for FlowingData members that looks closer at how the charts get made. I’m Nathan Yau. Here’s the first roundup for the year. But first, a bit of news.

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insideBIGDATA

JUNE 23, 2023

Kaggle is an incredible resource for all data scientists. Kaggle is a great way to gain valuable experience with data science and machine learning. Now, there are two excellent books to lead you through the Kaggle process.

Data Science 468

Data Science Data Scientist Machine Learning Machine Learning 468

Data Science Dojo

MARCH 8, 2023

With its powerful data manipulation and analysis capabilities, Python has emerged as the language of choice for data scientists, machine learning engineers, and analysts.     By learning Python, you can effectively clean and manipulate data, create visualizations, and build machine-learning models.

Data Science 497

Data Science Python Machine Learning Machine Learning 497

insideBIGDATA

FEBRUARY 23, 2023

It’s a wonderful learning resource for tree-based techniques in statistical learning, one that’s become my go-to text when I find the need to do a deep dive into various ML topic areas for my work. Here’s a new title that is a “must have” for any data scientist who uses the R language.

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Data Scientist ML ML Big Data 542

Data Science Dojo

NOVEMBER 10, 2023

This is done by training machine learning models on large datasets of existing content, which the model then uses to generate new and original content. Want to build a custom large language model ? TensorFlow: TensorFlow is a popular open-source machine learning library that can be used for a variety of tasks, including generative AI.

Python 524

Python AI AI Machine Learning 524

Analytics Vidhya

MAY 9, 2024

This guide provides resources, pointers, and guidance […] The post How to Learn Python? You can make a lot of different kinds of applications with Python, from simple python code to difficult software packages. Step-by Step Guide] appeared first on Analytics Vidhya.

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Python Analytics Analytics 293

Pickl AI

MAY 31, 2023

Its efficacy may allow kids from a young age to learn Python and explore the field of Data Science. Why learn Python for Data Science? Being one of the most demanding programming languages today, you need to learn Python for Data Science. The ease of learning enables you to begin programming with Python as the most ideal tool.

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Data Science Python Data Scientist Machine Learning 52

FlowingData

SEPTEMBER 28, 2023

Every month I collect tools and resources to help you make better charts. Welcome to The Process , where we look closer at how the charts get made. This is issue #258. I’m Nathan Yau. Here’s the good stuff for September. Become a member for access to this — plus tutorials, courses, and guides.

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Analytics Vidhya

APRIL 24, 2024

Introduction In the world of machine learning, the trend toward smaller, more efficient models has grown significantly. These compact models are crucial for developers and researchers who need to run applications locally on devices with limited resources.

Machine Learning 232

Machine Learning Machine Learning Analytics Analytics 232

FlowingData

AUGUST 31, 2023

Every month I collect tools, datasets, and resources to help you make great charts. Welcome to The Process , where we look closer at how the charts get made. This is issue #254. I’m Nathan Yau. Here’s the good stuff for August. Become a member for access to this — plus tutorials, courses, and guides.

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Analytics Vidhya

MAY 2, 2024

These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses. However, each step takes a significant amount of time and computing resources.

Analytics 291

Analytics Analytics AI AI 291

KDnuggets

DECEMBER 16, 2022

Many aspiring Data Scientists, especially when self-learning, fail to learn the necessary math foundations. These recommendations for learning approaches along with references to valuable resources can help you overcome a personal sense of not being "the math type" or belief that you "always failed in math.".

Data Science 400

Data Science Data Scientist 400

FlowingData

APRIL 27, 2023

I’m Nathan Yau, and every month I collect visualization tools and resources to help you make better charts. Welcome to The Process , where we look closer at how the charts get made. Here is the good stuff for April. Become a member for access to this — plus tutorials, courses, and guides.

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Data Science Dojo

FEBRUARY 7, 2024

The development of generative AI relies on important machine-learning techniques in today’s technological advancement. It makes machine learning (ML) a critical component of data science where algorithms are statistically trained on data. An ML model learns iteratively to make accurate predictions and take actions.

Machine Learning 243

Machine Learning Machine Learning ML ML 243