- Big Data News Weekly
- Posts
- 🧠 Memorization in Deep Learning
🧠 Memorization in Deep Learning
🦾Plus: 🧬 OpenAI model increases human lifespan?
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
💡 Hex Builds AI for Data Scientists with Barry McCardel
📚 What AI engineers can learn from qualitative research
🔟 10 takeaways from 10 years of data science for social good
🤖Will AI Replace Software Engineers?
🚀 Meta Announces Edits: A CapCut Rival
🎬 Runway releases ‘Frames’ image generation model
🤖 Altman to brief Washington on ‘PhD level SuperAgents’
💡 AI Tutorial:Transform your resume with AI feedback
🤖 AI Tools and Data Tools to checkout
Data is very essential to organizations in today’s world. Big data technologies and innovations are rising to analyze data and provide useful insights. Big data refers to large volumes of structured and unstructured data sets. Large volumes of data are produced daily by organizations and consumers.
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AI and data teams in a sense, kind of, do the same thing: make decisions based on data. So how do you build AI that helps data teams do their best work?…Hex was one of the first companies in their space to embrace language models and build code generation features into their data workspace…
Want to learn more about how, when and why machine learning, particularly deep learning systems memorize data? By studying memorization, you'll learn more about how machine learning systems really function, along with how privacy works from a technical point-of-view.
At first glance, qualitative research and the highly technical, benchmark-oriented world of AI/ML seem to have nothing to do with one another. But in reality, software developers building on AI models could learn a lot from qualitative research methods
Over the past ten years, we've gotten to see a lot of attempts to apply data science and AI for social impact. On our end, we’ve worked on over 150 projects with 80+ partners including The World Bank, Bill & Melinda Gates Foundation, Candid, Microsoft, IDEO.org, and NASA.
Mark Zuckerberg recently made a controversial prediction, stating that by 2025, AI at Meta and other tech companies could effectively replace mid-level engineers who currently write code.
👨💻 Data Tools, Libraries
Corcel (GitHub Repo)
Corcel is a collection of PHP classes that provides a fluent interface for connecting and getting data directly from a WordPress database.
Dorkly Feature Flags (GitHub Repo)
Dorkly is a free feature flag system for LaunchDarkly's open source SDKs. It allows developers to implement feature flagging consistently across dozens of languages.
Modern Statistics with R- From wrangling and exploring data to inference and predictive modeling
AI News:
OpenAI has been working with a longevity research start-up—Retro Biosciences—to build and train an AI model, called GPT-4b, to try and extend the human lifespan by 10 years. OpenAI CEO, Sam Altman, is Retro’s biggest investor (having previously given it $180M of his own funds in 2023), and the project started a year ago after Retro approached OpenAI about a collaboration.
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Meta's Edits, set to launch next month on iOS (with an Android version following later), will come with a suite of creative video editing tools.
Google introduces Titans, a neural network that extends memory without skyrocketing costs. Titans combines short-term and neural long-term memory for efficient learning. It handles millions of tokens while cutting memory and compute costs. Titans outperforms larger models in long-sequence tasks.
Runway just officially released its Frames AI image generation model, a new addition to the creative platform that offers high-quality photorealism and stylistic control through ‘Worlds’ that maintain consistent characteristics.
OpenAI CEO Sam Altman is set to brief U.S. government officials on a major AI advancement at the end of January, with sources suggesting the company has developed sophisticated AI agents capable of tackling complex tasks at an expert level.
AI Tutorial
💼 Transform your resume with AI feedback
NotebookLM provides personalized, detailed feedback on your resume through interactive conversations that highlight your professional achievements.
Step-by-step:
Head over to NotebookLM and log in or create a free account.
Upload your resume either in PDF/Word format or directly paste its contents.
Click "Customize" in Audio Overview to focus on the AI's analysis.
Select "Join" in interactive mode to ask specific questions.
🔥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
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
👀 pixel art food
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