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- 📊 Shaping Impactful Data Product Strategy
📊 Shaping Impactful Data Product Strategy
🦾Plus: 🤖 Microsoft expands Copilot access with free tier
Hey folks! Let’s get into Big Data and AI craziness…
In today's edition: What's Shaping the Future of Data?
📈7 Data Science Projects to Land a 6 Figure Job
🤖How to Build an AI Agent for Data Analytics Without Writing SQL
🔧Building Agentic Workflows with Inngest
🎥 Luma Labs drops new next-gen AI video model
🚀 François Chollet founds new AGI lab
🤖Sakana AI unveiled Transformer2
💡 AI Tutorial:How to Set Up Scheduled Tasks in ChatGPT
🤖 AI Tools and Data Tools to checkout
JavaScript has gained massive popularity in the development community. It has transformed the web application development horizon. As per Stackoverflow Developer Survey 2023, JavaScript is the most popular programming, scripting, and markup language with a 63.61% vote share.
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In this article, I’m going to share data science project ideas that will actually help you stand out. These are creative projects that solve problems with data, and I’ve included source code and tutorials to help you replicate them.
Most large language models (LLMs) aren't great at using less popular frameworks. This shouldn't be surprising, but it is an important developer experience problem. A simple and effective solution is for the framework to tailor instructions specifically designed for LLMs, rewriting documents, adding conventions and rules, and packaging the instructions
Lior Barak, a speaker, data strategist, and author of Data is Like a Plate of Hummus, spoke on the Data Engineering Podcast about using a data vision board to drive strategic planning. Barak argued that data teams are often a costly afterthought in organisations' data-centric strategies and proposed a collaborative 3-year roadmap to ensure alignment, evolution, and delivery of impactful capabilities.
SQL has traditionally served as the fundamental language for the majority of data analytics tasks. We often come up with questions that need data to get answers. SQL is essential for converting business requirements into executable code for data retrieval.
AI workflows are the backbone of all AI applications, whether you are building RAG pipelines, agentic workflows, or AI agents. Since 2023, most AI applications have relied on static AI workflows like RAG pipelines.
👨💻 Data Tools, Libraries
Structured Logprobs (GitHub Repo)
This Python library enhances OpenAI chat completion response by adding detailed information about token log properties. It works with OpenAI Structured Outputs, a feature that ensures models will always generate responses that add here to a supplied JSON Schema.
WALL-E — a neurosymbolic system that enhances AI models by learning and integrating rules to better align their predictions with real-world environment dynamics.
Arch (GitHub Repo)
Arch is an intelligent Layer 7 gateway designed to protect, observe, and personalize LLM applications. It handles tasks related to the handling and processing of prompts
AI News:
Microsoft just introduced Microsoft 365 Copilot Chat, a rebranded free entry-level version of its AI assistant platform that introduces pay-per-use agent capabilities while maintaining core AI features for business users.
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Luma Labs just released Ray 2, the startup’s next-generation AI video model — which promises unprecedented motion quality and physics realism through a new multimodal architecture trained with 10x more computing power than its predecessor.
François Chollet, former Google researcher and the creator of the popular Keras AI framework, just introduced Ndea, a new AI lab aiming to achieve AGI through an alternative research method, alongside Zapier founder Mike Knoop.
Transformer²: a self-adaptive language model that dynamically adjusts neural pathways for different tasks, outperforming traditional approaches while using fewer parameters.
Why did o1 pro randomly start thinking in Chinese? No part of the conversation (5+ messages) was in Chinese... very interesting... training data influence
— Rishab Jain (@RishabJainK)
12:55 AM • Jan 9, 2025
Last week, users discovered that OpenAI's o1 sometimes switches to Chinese and other languages. It does this as it solves problems in English.
AI Tutorial
How to Set Up Scheduled Tasks in ChatGPT
As mentioned before, the feature is only available to Plus, Team and Pro users.
Go to ChatGPT's website, click on your profile icon, and select "Tasks" from the menu.
Select from suggested tasks or create your own by entering a specific promp.
Once your task is submitted, ChatGPT will confirm the setup and allow you to customize notifications. Choose between push alerts, emails, or both, depending on your preferences.
Manage your tasks: To view, edit, or pause a task, go back to the Tasks menu. With just a few clicks, you can modify schedules or delete tasks as needed.
🔥Top AI tools to increase productivity:
Cococlip.AI - All-in-One AI Video Tool for everything you need for video creation in one place
iyiai.com is an AI-powered dialogue platform where users can interact with historical figures, mythological characters,
MyLooks.AI, your personal beauty and style coach powered by the advanced capabilities of GPT-4.
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aHelp AI Essay Writer is an easy-to-use learning platform that uses AI technology to simplify complextasks
WorkHQ – your strategic partner for redefining talent acquisition.
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