- Big Data News Weekly
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- 🔍 Using LLMs to Score Customer Conversations
🔍 Using LLMs to Score Customer Conversations
🦾Plus: 🤖 Isaac -world’s first personal robot
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition:
⚙️How to Optimize LLM Pipelines with TextGrad
🛠️Postgres Materialized Views from Parquet in S3 with Zero ETL
🏦JPMorgan Python Training
🤖Isaac -world’s first personal robot
🔋 Tesla Robotaxi to charge wirelessly
❌Elon Musk Denies Tesla's Need for xAI Model Licensing
💡 AI Tutorial: Coding with Cursor's AI features
🤖 AI Tools and Data Tools to checkout
Statistically, the global average cost of a data breach in 2023 was approx. USD 4.45 million as per IBM. In addition, 51% of firms are planning to boost their security spending. For that, there is a need to invest in staff training, strengthen incident response (IR) planning, and invest in sophisticated threat detection and response systems.
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We recently spoke with Killian Farrell, Principal Data Scientist at insurance startup AssuranceIQ, to learn how his team built an LLM-based product to structure unstructured data and score customer conversations for developing sales and customer support teams.
When we build Large Language Model applications, we likely have to pipe multiple LLM calls before getting an answer. Each LLM call has its own system prompt and user prompt, and if one call yields suboptimal results, the whole pipeline will suffer from it. Let’s consider the following RAG pipeline example:
Data pipelines for IoT applications often involve multiple different systems. First, raw data is gathered in object storage, then several transformations happen in analytics systems, and finally results are written into transactional databases to be accessed by low latency dashboards.
This course is designed to be an introduction to numerical computing and data visualization in Python. It is not designed to be a complete course in Computer Science or programming, but rather a motivational demonstration of how relatively complex topics can be accessible even to those without formal progamming backgrounds.
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👨💻 Data Tools, Libraries
supertree is a Python package designed to visualize decision trees in an interactive and user-friendly way within Jupyter Notebooks, Jupyter Lab, Google Colab, and any other notebooks
ViroReact (GitHub Repo)
ViroReact is a library for building augmented reality and virtual reality experiences. It can run React Native code natively across all mobile VR and AR platforms. A page showing example projects is available.
Kener (GitHub Repo)
Kener is a Node.js status page tool that offers a user-friendly interface that simplifies tracking service outages and improves on communication during incidents.
AI News:
Weave just announced Isaac, a versatile personal robot designed to help with various household tasks, made in California and set to ship to its first customers in fall 2025. Weave plans on charging $59,000 (or $1,385 per month for 48 months) with a $1,000 reservation fee for 30 lucky US customers.
Whether its Tesla’s Optimus, 1X’s NEO Beta, China’s AGIBOT, or Weave’s Isaac — we’re just excited to not fold laundry ever again.
A new patent from Tesla has revealed its advanced wireless charging system, potentially solving the need to manually plug in electric vehicles — allowing autonomous Robotaxis to charge without human intervention.
Tesla CEO refutes reports of revenue-sharing discussions between Tesla and xAI, emphasizing Tesla's self-sufficiency in AI development for its vehicles and robotics.
A North Carolina resident faces charges for allegedly using AI to create fake bands and manipulate streaming platforms, highlighting the growing challenge of AI-enabled fraud in the music industry
Apple's upcoming iPhone 16 event scheduled for Sept 9th 1PM EST is expected to showcase new AI features, marking a significant step forward in integrating artificial intelligence across its devices
You can catch the livestream at Apple’s own website, on its YouTube channel, and even on an Apple TV. (Apple usually makes sure you see this when you scroll from the homescreen of the Apple TV app, but you can search for “Apple Event” to find it, too.)
WWDC is happening in 2 hours: Here are some AI features you should be excited about
The Next Generation of Emoji: Genmoji
Create Images with Image Playground
Prioritize Notifications
Redesigned Photos App
Siri Gets a Makeover
Apple Intelligence and Privacy
OpenAI ChatGPT Integration
Apple Intelligence Device Compatibility
AI Tutorial
💻 Coding with Cursor's AI features
Cursor AI makes coding easy with its AI-powered editor, blending AI assistance with traditional development tools to boost productivity and make coding more accessible to everyone.
Step-by-step:
Download Cursor and install it on your machine. You’ll get a two-week trial.
Use the Tab feature for smart code completion by just typing and pressing Tab to accept suggestions.
Access the Chat feature (Cmd/Ctrl + L) to add context from your files and ask coding questions.
Use Composer (Cmd/Ctrl + I) to generate entire files or projects by describing what you want to create.
🔥Top AI tools to increase productivity:
podcast.ai, a podcast that is entirely generated by artificial intelligence
Clipwing A tool for cutting long videos into dozens of short clips
aiPDF is an innovative, multi-modal tool designed to work with a wide array of inputs, including ebooks, web articles, YouTube videos, podcasts.
👨⚕️ Yuna - An AI-powered mental health coach smartphone app
📸 Shakker AI - Stylize, remix and transform your images
👍 Huddl - Boost productivity and enhance relationships with AI-powered async video communication
🖼️ ProfilePicture.ai: Create professional and unique profile pictures using AI technology
📚 Deblank: Is a unique online platform that offers a range of tools for content creation and enhancement.
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
👀 Polar bear in wwe
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