- Big Data News Weekly
- Posts
- Thing that destroys your reputation as a data engineer🤖
Thing that destroys your reputation as a data engineer🤖
🦾Plus: 🦹🏻 Claude Exploited for Cybercrime
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
⚡Advanced Matrix Multiplication Optimization on NVIDIA GPUs
📘10 ChatGPT Projects case studies Cheat Sheet
🧮 The math powering GANs explained
🔎Learning DSPy: The power of good abstractions
🤖 Meta to launch its newest Llama AI model this year
🦹🏻 Claude Exploited for Cybercrime
💡 AI Tutorial:How to Transform Any Photo with Using Nano Banana
🤖 AI Tools and Data Tools to checkout
This project is inspired by the outstanding works of Andrej Karpathy, George Hotz, Scott Gray, Horace He, Philippe Tillet, Jeremy Howard, Lei Mao and the best CUDA hackers from the GPU MODE community (Discord server). The blog delves into benchmarking code on CUDA devices and explains the algorithm’s design along with optimization techniques
What if the solution to muscle spasms, bladder issues, fatigue, and brain fog…Was hiding in your water?
And in just seconds a day you could turn back the clock on your body!?
Without painful treatments, expensive doctor bills, or even leaving your house…In one study, participants experienced a difference in as little as 2 hours!
Here are the 10 curated ChatGpt hands-on projects to boost data science workflows with ChatGPT across ML, NLP, and full stack dev, including links to full project details.
Hi guys, does anyone have experiences of things they did as a data engineer that they later regretted and wished they hadn’t done?
In this post, we’ll take a deep dive into the math behind GANs. My primary source of reference is Generative Adversarial Nets by Ian Goodfellow, et al. It is in this paper that Goodfellow first outlined the concept of a GAN, which is why it only makes sense that we commence from the analysis of this paper…
Having spent the last several weeks engaging with the amazing DSPyOSS community on X, and building with DSPy for multiple use cases, it’s finally become clear to me how useful and well-designed it really is, so I’ve decided that it’s worth an entire blog post just explaining it in terms of its abstraction philosophy…
Here’s how it works:
Take our questionnaire and get matched with a therapist.
Schedule a time to meet and communicate on your terms.
Reach out to your therapist anytime, from anywhere.
👨💻 Data Tools, Libraries
GQL - Git Query Language (GitHub Repo)
GQL is a query language with a syntax similar to SQL. It executes queries on .git files without the need to create database files or convert the files into any other format.
SQLSync (GitHub Repo)
SQLSync is a collaborative offline-first wrapper around SQLite designed to synchronize web application state between users, devices, and the edge.
unsloth provides 80% faster and 50% less memory local QLoRA finetuning without any change in hardware.
AI News:
Meta aims to release its next AI model, Llama 4.X, by year-end, according to two sources. The release of Llama 4 models in April faced criticism for underperformance, some developers said. A team within Meta Superintelligence Labs is now trying to fix bugs within Llama 4, sources say.
LeafGuard replaces your entire system with a design that's earned the Good Housekeeping Seal for 15 consecutive years. AI News Roundup readers qualify for 75% off installation plus $200 off. Custom-manufactured for your home with lifetime protection.
Some of Silicon Valley’s biggest investors are funding a $100 million campaign to block strict AI rules before they take hold. The group, called Leading the Future, is backed by Andreessen Horowitz, OpenAI’s Greg Brockman, Palantir’s Joe Lonsdale, Perplexity, and angel investor Ron Conway. Modeled after the crypto super-PAC Fairshake, it will focus on New York, California, Illinois, and Ohio (key states for AI policy).
Tesla is challenging a $243 million jury ruling in a fatal crash case involving Autopilot, arguing driver misuse was to blame, not the tech. The appeal is being closely watched as a precedent for liability in autonomous driving. Tesla says the verdict was based on "speculative" evidence and ignored driver responsibility.
Anthropic just revealed some scary stuff about Claude being used by bad actors for extortion, theft, and even North Korean scams. It's a stark wake-up call about what happens when AI falls into the wrong hands.
MIT researchers built an AI that predicts which strains will take over, helping vaccines hit their mark and may keep people from getting sick. VaxSeer uses machine learning to predict virus evolution and antigenicity, aiming to make vaccine selection more accurate and less reliant on guesswork.
For quality online learning at a price ranked in the bottom third compared to our online competitors in 2025, think Liberty University. Liberty is a nonprofit institution that offers a world-class Christian education online so you can pursue your goals wherever you have internet. Discounts for service members and first responders can make learning at Liberty even more accessible. Experience online convenience with on-campus benefits when you enroll at Liberty University today!
AI Tutorial
How to Transform Any Photo with Simple Text Using Nano Banana
Go to Higgsfield and sign up.
Click ‘Canvas’ and select ‘NanoBanana’ as your model.
Upload your image, enter your prompt, and hit enter.
5 Sample Use Cases:
Combine Photos: Upload multiple photos to combine elements and blend them together in the same scene.
Prompt: [image 1] [image 2] Create an image where the [subject1] in the first image is doing [action] with the [subject2] in the second image.
Turn Images into Ads: Turn any image into a professional ad.
Prompt: [upload image] Create an ad for [brand name] with this image using ad copy [insert ad copy]
Interior Designing: Redesign your interior within seconds.
Prompt: Add [object] in this room and change color to [enter color]
Remove Unwanted Objects: Eliminate distracting elements from any image.
Prompt: Remove the [object to remove] from this landscape photo
Create Professional Headshots: Turn any basic selfie or photo into polished professional headshots with proper lighting and backgrounds.
Prompt: Convert this selfie into a professional headshot for LinkedIn.
Typing is a thing of the past.
Typeless turns your raw, unfiltered voice into beautifully polished writing - in real time.
It works like magic, feels like cheating, and allows your thoughts to flow more freely than ever before.
Your voice is your strength. Typeless turns it into a superpower.
🔥Top AI tools to increase productivity:
Rolemantic is an innovative platform that creates personalized AI companions
AutoRFP.ai - From automating routine operations to uncovering valuable insights,
Chatsistant.com- Your ultimate Large Language Model Framework. Streamline your AI workflows with multi-agent capabilities
SnapHeadshots-Create professional headshots from the comfort of your home
WriteGo.ai - Generate research papers, essays, and articles effortlessly.
AI Humanize is a tool that transforms AI-generated text into writing that closely resembles human text
Robopic by StackForward LLC transforms your digital photography experience
airapgenerators.com - Create unique AI Raps now, free to use.
View our database of all the best AI tools for your needs: aitoolsup.com
Have cool resources to share? Submit AI tool
A.I. Generated Image of the Day
👀 Supernatural Private Investigator
Recommended reading
SPONSOR US
Get your product in front of Big Data & AI enthusiasts
Our newsletter is read by thousands of tech professionals, investors, engineers, managers, and business owners around the world.
Interested in Sponsoring the Big Data News Weekly Newsletter?Get in touch today
What did you think of today's email?Your feedback helps me create better emails for you! |