- Big Data News Weekly
- Posts
- š Building Machine Learning Applications with Django
š Building Machine Learning Applications with Django
š¦¾Plus: āš Appleās internal ChatGPT-style Siri app

Hey folks! Letās get into Big Data and AI crazinessā¦
In today's edition: What's Shaping the Future of Data?
šHow AI & Humanoids Will Revolutionize the Workforce
š #1 Coding Agent on Terminal-Bench Across All Models
š§Open-source All-in-One Multimodal RAG Framework
šļø Tiny Vision Model Beats Claude, GPT-5, and Gemini Pro
š¼ AI āworkslopā costing companies millions
š Accenture cuts 11K jobs
š” AI Tutorial:Create your own animated miniatures
š¤ AI Tools and Data Tools to checkout

Django, a high-level web framework for Python, is particularly popular for creating scalable and secure web applications. In this tutorial, you will learn how to build a simple Django application that serves predictions from a machine learning model. This step-by-step guide will walk you through the entire process, starting from initial model training to inference and testing APIs.
Economic pressure is rising, and doing more with less has become the new reality. But surviving a downturn isnāt about stretching yourself thinner; itās about protecting what matters most.
BELAY matches leaders with fractional, cost-effective support ā exceptional Executive Assistants, Accounting Professionals, and Marketing Assistants ā tailored to your unique needs. When you're buried in low-level tasks, you lose the focus, energy, and strategy it takes to lead through challenging times.
BELAY helps you stay ready for whatever comes next.

Artificial intelligence has become a lot more sophisticated and helpful over the last few decades. At the end of the 20th century, AI was still very rudimentary and couldnāt accomplish many tasks. Robots in the workforce existed within the pages of sci-fi books alone.

Factory AI's Droid agent just claimed the top spot on Terminal-Bench with a 58.75% score, outperforming every other coding agent, including Claude Code and Codex CLI. The key insight runs contrary to popular opinion: agent design matters more than model choice. Droid achieves state-of-the-art performance across all frontier models - Claude Sonnet 4, Opus 4.1, and GPT-5, by using hierarchical prompting, model-specific optimizations, and minimalist tool design.
Open-source All-in-One Multimodal RAG Framework ššš

Building RAG systems that work with real-world documents means dealing with more than just text - you need to handle charts, tables, equations, and images that traditional RAG simply ignores or just canāt process effectively. RAG-Anything lets you seamlessly process and query documents containing interleaved text, visual diagrams, structured tables, and mathematical formulations through one cohesive interface.

This vision model with just 2B active parameters beats Claude Opus 4.1, GPT-5, and Gemini 2.5 Pro at visual reasoning - and doing it orders of magnitude faster! Moondream 3 is a 9B MoE model with just 2B active parameters that achieves frontier-level visual reasoning while still retaining blazingly fast inference. It comes with native object detection and a dramatically improved OCR performance - all trained with reinforcement learning that proved so effective it consumed more compute than the initial pretraining
Gearing up for summer adventures? Treat your feet to Hokaās unmatched comfort. Whether you're running, walking, or relaxing, Hoka shoes offer exceptional cushioning and support to keep you cool and comfortable all season long. Thanks to Bradās Deals, weāve rounded up the best spots to snag these high-performance shoes at amazing prices.
šØāš» Data Tools, Libraries
With Observable, you can fast-track data exploration, analysis, and visualization at scale.
AI Security Summit: Snyk is proud to be a founding partner of The AI Security Summit, where forward-thinking leaders, practitioners, and security teams are coming together to confront the "AI security chasm" head-on and build a foundation of trust for AI initiatives.
Join the FREE AI:ROI Conference - Featuring Scott Galloway - Sept 25. The virtual conference where AI hype meets hard numbers ā and you leave with a clear path to ROI.
AI News:

Apple has developed an internal chatbot codenamed āVeritasā that employees are using to stress-test for Siri's AI overhaul, according to Bloomberg, with the company scrambling to salvage its voice assistant upgrade after massive delays. Veritas allows Appleās AI division to experiment with capabilities like searching personal data and editing photos with voice commands.
Digital audiences so good, even the Grinch would convert
Unwrap high performing ad campaigns this holiday season. Speedeonās Holiday Audience Guide puts 100+ proven shopper segments at your fingertipsāfrom gift card lovers to luxury buyers. Available in LiveRamp and instantly ready to activate across Meta, Google, CTV and more. Get audiences that jingle all the way to ROI.

Stanford and BetterUp Labs surveyed 1,100+ U.S. workers about AI "workslop,ā polished but hollow outputs that shift real work to other employees, finding that 41% of respondents encountered such content in the last month. The research found that workslop forced recipients to spend an average of 116 minutes decoding or redoing each piece.ā

AI talent studio Xicoia just revealed that its AI actress, Tilly Norwood, is in negotiations with multiple Hollywood talent firms, sparking backlash from actors who called for boycotts of any agencies that sign synthetic performers. Norwood debuted in a comedy sketch last month, with Xicoia developing unique backstories, voices, and narrative arcs for the character.

Meta's chief technology officer, Andrew Bosworth, recently said in a meeting that he wants to focus on licensing Meta's software to other manufacturers instead of being a hardware manufacturer. Meta's new Superintelligence AI lab is working with the company's robotics group to build a 'world model' that can do software simulations to animate dexterous movements.

Accenture is laying off workers it canāt retrain for the AI era, while still planning to grow its team next year. CEO Julie Sweet said reskilling is the top strategy, but those who can't be retrained are being "exited". Accentureās AI and data team has grown to 77,000; 550,000 employees trained in generative AI.
As we age, our muscles naturally lose mass, strength, and functionality, which can lead to fatigue and weakness beginning as early as our 30s. Recent studies indicate that our mitochondriaāthe cellular powerhouses that generate 90% of our energyāplay a crucial role in this decline, contributing to reduced muscle function as we age. A new way to support and improve muscle health as we age, MitopureĀ® by Timeline is clinically shown to meaningfully boost our mitochondrial health to improve muscle strength, without any change in exercise required. Ready to feel stronger, for longer with Mitopure? Big Data News Weekly readers can take 30% off their first month with code 30NEWSLETTER for a limited time. While supplies last.
*500mg MitopureĀ® have been shown to (1) induce gene expression related to mitochondria function and metabolism and (2) increase the strength of the hamstring leg muscle in measures of knee extension and flexion after 4 months in overweight 40-65 year olds.
AI Tutorial
š¤ Create your own animated miniatures

In this tutorial, you will learn how to create a mini figurine of yourself or a specific product using Google Gemini's Nano Banana tool, then animate it with Luma Dream Machine to create eye-catching videos for social media or marketing.
Step-by-step:
Go to Google Gemini, click "Create images," and enable the Nano Banana tool
Use this prompt: "First ask me to upload an image, then create a 1/7th scale commercialized figurine of the characters in the picture in a realistic style in a real environment. The figurine is placed on a computer desk with a transparent acrylic base and a toy packaging box"
Upload your reference image when prompted and let Gemini generate your figurine scene with desk setup, monitor, and premium packaging
Take the generated image to Luma Labs, create a "New Board," and animate with prompts like "Front camera view of this figurine. He takes the phone, tosses it up like a serve, then smashes it toward the camera"
Turn AI Into Your Income Stream
The AI economy is booming, and smart entrepreneurs are already profiting. Subscribe to Mindstream and get instant access to 200+ proven strategies to monetize AI tools like ChatGPT, Midjourney, and more. From content creation to automation services, discover actionable ways to build your AI-powered income. No coding required, just practical strategies that work.
š„Top AI tools to increase productivity:
Looksmax AI analyzes your physical appearance, and shares AI-generated self-improvement tips
PhotoPacks.AI is a platform that enables generating high-quality professional headshots
Growth Makers is a team of AI agents that finds growth hacking strategies for your business.
ContentPieAI, say goodbye to the hassle of juggling multiple tools and spending hours on end crafting content
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.
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
š Unbearable bear.

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! |