- Big Data News Weekly
- Posts
- š„ Isolation Forest-an unsupervised machine learning algorithm
š„ Isolation Forest-an unsupervised machine learning algorithm
š¦¾Plus: š¤OpenAI plans to position ChatGPT as super assistant
Hey folks! Letās get into Big Data and AI crazinessā¦
In today's edition: What's Shaping the Future of Data?
š§¹ Best Practices to Create a Data Cleaning Process
š Claude Code: An Analysis (Book)
š§ Smarter, Structured Memory for Personalized AI Agents
š How Dataform Handles Incrementality in BigQuery
š§ Startup Reveals Self-Improving AI Model
š£ļø ElevenLabs Launches Smarter Voice Assistant
š± Google AI Goes Offline
š” AI Tutorial: How to Create Professional UIs with AI
š¤ AI Tools and Data Tools to checkout
Isolation Forest is an unsupervised machine learning algorithm for anomaly detection. As the name implies, Isolation Forest is an ensemble method (similar to random forest). In other words, it use the average of the predictions by several decision trees when assigning the final anomaly score to a given data point.
Whether youāre looking to change careers or just learn something new, Codecademy can help. With over 600 interactive courses, plus portfolio projects and industry certification prep, you'll get hands-on experience using in-demand tech skills. Big Data News Weekly readers can use code SKILLUP15 to save 15% on a year of Codecademy Pro.
The procedure of preparing data for examination by eradicating and changing the data is known as Data Cleaning. The data that is incomplete, duplicate, incorrect, improperly formatted, and irrelevant are deleted.
This is a report on Claude Code generated by Claude Opus 4 with the help of almost all of the major flagship models. Claude Code is an agentic coding tool with a few new novel components. It has a streaming architecture that handles real-time model responses, tool execution, and UI updates, safety systems that provide security without disrupting workflow
AI agent memory framework Zep AI has released Entity Types, a new feature that lets you define structured, domain-specific entities within their AI agent's memory system. Instead of working with generic graph nodes that store unstructured information, you can now create precise schemas for data like user preferences, business procedures, or custom domain objects.
In this deep dive we take a look at the SQL code Dataform generates and what it does under the hood. One of Dataformās standout features is how smoothly it handles incremental data loads. Incremental processing is basically the practice of only loading new or changed data instead of reprocessing everything from scratch each time.
Through Squarespaceās cutting-edge features that combine automation, design presets, creative guidance, and generative AI, Design Intelligence makes it easy to build a beautiful and impactful website. With just a few pieces of information, Blueprint AI generates an entire website customized based off your brandās goals, name, and personality. Itās AI speed, with Squarespaceās 20+ years of design expertise in website building.
šØāš» Data Tools, Libraries
Memvid: Encodes text chunks into MP4 video files to create a compressed, searchable knowledge base that can store millions of text chunks without requiring traditional vector databases that consume massive amounts of RAM and storage. It provides semantic search capabilities with sub-second retrieval times.
Magic AI Agent: creates stunning, production-ready React components using the 21st.dev library. It performs RAG to find the top 3 matching components and draws inspiration from them to create new, unique components.
AI News:
The Justice Departmentās antitrust case against Google revealed a leaked OpenAI document from late 2024 outlining their big plans for ChatGPT. OpenAI plans to spend early 2025 turning ChatGPT into a super smart assistant. Later in the year, theyāll focus on making money from it.
Youāre already enjoying free shipping and exclusive shows, but Amazon Prime has a lot more to offer. From early access to exclusive deals to unlimited photo storage, these 10 hidden perks can transform your shopping experience and help you get the most out of your membership. Donāt miss out on valuable benefits that can save you time, money, and effort. Start unlocking these powerful features today. Youāre paying for them ā now itās time to make them work for you.
AI voice tech is advancing fast, and ElevenLabs is pushing forward with Conversational AI 2.0, a big upgrade just four months after its first release. The new version features natural back-and-forth dialogue, multilingual support, instant knowledge access, and HIPAA-compliant security for healthcare.
Never Miss Another Warm Lead With Our AI BDR
Never miss a hot lead again. Our AI BDR Ava tracks intent signals across the webātriggering perfectly timed outreach when prospects are ready to buy.
She operates within the Artisan platform, which consolidates every tool you need for outbound:
300M+ High-Quality B2B Prospects, including E-Commerce and Local Business Leads
Automated Lead Enrichment With 10+ Data Sources
Full Email Deliverability Management
Multi-Channel Outreach Across Email & LinkedIn
Human-Level Personalization
Free up your sales team to focus on high-value interactions and closing deals, while Ava handles the time-consuming tasks.
Googleās new Edge Gallery app lets users download and run AI models on their phones without internet. Available now on Android (with iOS coming soon), it includes models like Gemma 3, Alibabaās Qwen 2.5, and others for chatting, image analysis, or quick queries. Sizes range from 500 MB to 4 GB, and a Hugging Face login is needed. Gemma 3n works well on-device but doesnāt update past 2024 knowledge.
Japanās Sakana AI is taking āself-helpā to a whole new level. It just built what might be the worldās first Darwin Gƶdel Machine (DGM), an LLM capable of rewriting its own code to boost its performance. It can take in new information, test out hypotheses, and adjust its worldview accordingly, ājust as humans do.ā
Music giants Universal, Warner, and Sony are reportedly in talks with AI music leaders Udio and Suno to negotiate licensing deals that could resolve billion-dollar lawsuits and establish standards for how artists are compensated by AI firms.
Shoppers are going nuts over these low cost hearing aids that are virtually invisible. Discover how these affordable hearing aids are changing the lives of people everyday.
AI Tutorial
How to create professional UIs with AI
Go to HeroUI and sign up with your account.
Enter your prompt and press Enter.
Sample Prompt: āCreate a sales analysis dashboard for an e-commerce website.ā
Once generated, you can click on the Select and Edit options at the top to choose which part of the UI to edit.
You can also prompt it to make changes or ask follow-up questions.
Once all changes are made, click on the Code option to copy the code. You can even deploy it or share it with others.
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.
š„Top AI tools to increase productivity:
Trolly AI: Revolutionizing SEO Content Creation with Advanced AI Technology.
Videotok is the perfect tool if you want to create viral videos without wasting time editing
Codetoflow enables you to understand the code in simple terms using a flowchart which enables you to understand the details
DocXter is a smart, simple, and easy-to-use document intelligence application.
Flipner creates text faster than ever with this AI-powered, pocket-sized writing assistant.
Architecture Helper is a platform for analyzing and exploring various architectural styles
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 Enjoy the trip
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! |