🚀 ChatGPT Prompts for Data Science!

In today's edition:

• 🔍10 Benefits of Starting Career As A Data Analyst

• 🤖How to use the Data Analyst GPT

• 📊A Data Scientist’s Guide to Communicating Results

• 📈Diffusion models from scratch, theoretical perspective

• 📊Evaluating Bayesian Mixed Models in R/Python

• 🛠️The Data Engineer’s Roadmap

• 🛠️The 100 top AI tools in the world

• 🍎 Apple acquires DarwinAI for AI Race

• 🤖 AI Tools and Data Tools

• 🖼️ A.I. Generated Image of the Day

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 10 Benefits of Starting Your Career As A Data Analyst

Is a career in data analysis a good choice? Yes. Data analysis is a good career choice. Every day the amount of data that is created, copied, captured, and consumed keeps increasing rapidly. That is why the need for people to process data will also keep increasing.

How to use the Data Analyst GPT

For anyone who crunches numbers on the daily, the Data Analyst GPT in ChatGPT can summarize and offer insights on basic datasets.

P.S. anything beyond basic data should be delegated to your data intern from Cornell. Also Claude 3 isn’t great with data yet, so stick with GPT-4.

To create charts, use this megaprompt. (And here are 🚀 ChatGPT Prompts for Data Science!).

Also worth exploring are DataGPT (basically Data Analyst with sexier dashboards and visuals) and ExcelGPT (specifically good for Excel).

🔧 AI's Evolution Through Open Source Eyes

Chip Huyen's analysis of 900 AI tools reflects the significant shifts and trends within the global open source AI community. This meticulous research sheds light on the crucial influence of open source on AI, highlighting the emergence of individual creators and China's pivotal role in the landscape.

A Data Scientist’s Guide to Communicating Results

In many ways, the field of data science is as unclear and vague as a muddy lake. While most terms and concepts include a legitimate definition, it’s all too easy to get bogged down in technical jargon. As such, some ideas mean different things from company to company and even — in some cases — from project to project.

Diffusion models from scratch, from a new theoretical perspective

Diffusion models have recently produced impressive results in generative modeling, in particular sampling from multimodal distributions. Not only has diffusion models seen widespread adoption in text-to-image generation tools such as Stable Diffusion, they also excel in other application domains such as audio/video/3D generation, protein design, robotics path planning, all of which require sampling from multimodal distributions.

Evaluating Bayesian Mixed Models in R/Python

In this article, my goal guide is you through some useful model checking and evaluation VISUAL METHODS for Bayesian models (not your typical RMSE) in both R and Python

The Data Engineer’s Roadmap

Data engineering is fascinating, if not fulfilling career. You are at the helm of every business operation that requires data, and as long as users generate data, businesses will always need data engineers. In other words, job security is guaranteed.

🤖 AI News:

🤖OpenAI Robot Is The Next Step Towards Terminators

In collaboration with OpenAI, robotics company Figure has developed a robot that can hold full conversations and plan and execute its actions. By leveraging a multimodal model trained by OpenAI, Figure 01 can understand and interpret images and text, allowing it to describe its surroundings, make sense of complex scenarios, and carry out context-dependent tasks with remarkable accuracy

The 100 top AI tools in the world.

a16z published its semi-annual list of the top #50 most popular AI web and mobile apps.

TLDR: It’s ChatGPT and the field. And “the field” largely consists of an ever-rotating lineup of productivity, education, and companionship apps.

🍎 Apple acquires DarwinAI for AI Race

Apple has quietly acquired Canadian AI startup DarwinAI, as the tech giant gears up to make a big generative AI splash with its upcoming iOS 18 software update later this year.

Elon Musk's AI prediction.

Elon Musk has always been a vocal figure when it comes to AI, often discussing its potential dangers. He has made a bold prediction about the future of AI, stating that it will surpass human intelligence sooner than most might expect.

🚀 Anthropic Unleashes Claude 3 Haiku

Anthropic's Claude 3 Haiku emerges as the newest, fastest, and most cost-effective AI model, designed to meet the demands of high-speed, high-volume processing. With the ability to analyze vast documents in seconds and boasting advanced vision capabilities, Haiku is tailored for enterprises seeking to balance speed, intelligence, and cost

👀 Amazon: AI content can outperform human content

Amazon is increasingly turning to generative AI to help its sellers create higher quality product pages. The technology promises to save time and improve visibility.

💡AI Learning

Free Devin alternative

 🔥Top AI tools to increase productivity: 

1. Trolly AI: Revolutionizing SEO Content Creation with Advanced AI Technology.

2. pre.dev accelerates idea to development. Chat with the pre.dev AI and receive full software architecture, recommended tech stack

3. AskGPT extension enhances web browsers by providing AI-powered summaries and insights directly on web pages.

4. ✍ Editby - Create content for your blog, newspaper, newsletter, press notes, social networks etc. with AI.

5. Glimpse is a browser extension that understands any site you visit. Read faster, write better & surf smarter.

6. GiveFlag is an AI platform that accelerates business processes by automating tasks in operations and transactions.

7. Môveo AI introduces personalized AI virtual agents powered by cutting-edge NLP and Generative AI.

8. AskCodi, the ultimate coding companion, empowers developers with interactive workbooks, real-time chat support

View our database of all the best AI tools for your needs:

Have cool resources to share? Submit a tool or reach us by replying to this email. 

👨‍💻 Data Tools, Libraries 

Recode (GitHub Repo)

Recode allows developers to run remote development environments on their own cloud.

Astro 1.0 (5 minute read)

Astro is a web framework for building fast, content-focused websites. It features server-side rendering, image optimization, Markdown support, and a custom build engine. Version 1.0 was recently released.

DNS Reaper (GitHub Repo)

DNS Reaper is a subdomain takeover tool that can be used as an attacker, defender, or bug hunting tool. 

A.I. Generated Image of the Day

I used Midjourney v6 to imagine famous people in an aesthetic inspired by Wes Anderson films. (source)

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Thanks for reading. See you next time 👋

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