Sat.Jan 25, 2025 - Fri.Jan 31, 2025

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Top 10 Deep Learning Projects for Beginners

Pickl AI

Summary: This article presents 10 engaging Deep Learning projects for beginners, covering areas like image classification, emotion recognition, and audio processing. Each project is designed to provide practical experience and enhance understanding of key concepts in Deep Learning. Ideal for those looking to build a portfolio and gain hands-on skills in AI.

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Must-Know Data Integrity Trends for 2025

Precisely

New year, new data-driven opportunities to unlock. In 2025, its more important than ever to make data-driven decisions, cut costs, and improve efficiency especially in the face of major challenges due to higher manufacturing costs, disruptive new technologies like artificial intelligence (AI), and tougher global competition. But overcoming these obstacles is easier said than done, as evidenced by key findings from the 2025 Outlook: Data Integrity Trends and Insights report, published in partner

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What Is China’s DeepSeek and Why Is It Freaking Out the AI World?

Flipboard

DeepSeek, an AI startup just over a year old, stirred awe and consternation in Silicon Valley with its breakthrough artificial intelligence model that offered comparable performance to the worlds best chatbots at seemingly a fraction of the cost.

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Is Nvidia stock still the AI king or losing its edge: The DeepSeek effect

Dataconomy

Nvidia’s stock faces mixed signals as Taiwan Semiconductor Manufacturing (TSMC) reports strong growth in AI chip demand, while China’s DeepSeek raises questions about AI-related capital expenditure. TSMC’s bullish outlook contrasts with concerns over DeepSeek’s cost-efficient AI advancements, impacting Nvidia’s market position.

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What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

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Image and video prompt engineering for Amazon Nova Canvas and Amazon Nova Reel

AWS Machine Learning Blog

Amazon has introduced two new creative content generation models on Amazon Bedrock : Amazon Nova Canvas for image generation and Amazon Nova Reel for video creation. These models transform text and image inputs into custom visuals, opening up creative opportunities for both professional and personal projects. Nova Canvas, a state-of-the-art image generation model, creates professional-grade images from text and image inputs, ideal for applications in advertising, marketing, and entertainment.

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What is Beam Search in NLP Decoding?

Analytics Vidhya

Beam search is a powerful decoding algorithm extensively used in natural language processing (NLP) and machine learning. It is especially important in sequence generation tasks such as text generation, machine translation, and summarization. Beam search balances between exploring the search space efficiently and generating high-quality output. In this blog, we will dive deep into the […] The post What is Beam Search in NLP Decoding?

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Windows 11 just got a big fix but you have to manually update

Dataconomy

Microsoft has released a new preview update, KB5050094 , for Windows 11 24H2 on Tuesday, which aims to fix multiple bugs affecting the operating system, including issues arising from the January Patch Tuesday update. Microsoft releases preview update KB5050094 for Windows 11 24H2 KB5050094 addresses audio issues where USB headphones, as well as other devices connected through a digital-to-analog converter (DAC), failed to produce sound, displaying the error message: “Insufficient system re

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Parameters vs FLOPs: Scaling Laws for Optimal Sparsity for Mixture-of-Experts Language Models

Machine Learning Research at Apple

Scaling the capacity of language models has consistently proven to be a reliable approach for improving performance and unlocking new capabilities. Capacity can be primarily defined by two dimensions: the number of model parameters and the compute per example. While scaling typically involves increasing both, the precise interplay between these factors and their combined contribution to overall capacity remains not fully understood.

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How DeepSeek Trained AI 30 Times Cheaper?

Analytics Vidhya

DeepSeek is everywhere right now – on Twitter, LinkedIn, and in conversations across the AI world. People cant stop talking about how this company managed to do the impossible. While AI training is usually expensive and resource-hungry, DeepSeek found a way to train their models at just 1/30th the usual cost. These days, everything […] The post How DeepSeek Trained AI 30 Times Cheaper?

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MicroStrategy Announces New Version of Auto AI Business Intelligence Bot

insideBIGDATA

TYSONS CORNER, VA, Jan. 30, 2025 AI-powered business intelligence company MicroStrategy today announced the latest release of MicroStrategy ONE, which helps enterprises gain value from generative AI by personalizing the AI experience for each user. MicroStrategys Auto AI bot delivers a human-like conversational experience for users interacting with data.

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

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1996 "Authentic" Beta Pokemon Cards Exposed as 2024 Prints via Printer Dots

Hacker News

About the tracking dots Most home and office printers add metadata to printed sheets in the form of very tiny yellow dots (sometimes called a machine identification code) that cant be seen with the naked eye. The layout of the dots are different between printer brands and some dont leave any at all. Information like serial number and sometime the print time is encoded in these dots.

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Don’t Manage Your Python Environments, Just Use Docker Containers

KDnuggets

Python environment management can sometimes give you that awful feeling in the pit of your stomach. So don't do it: just use Docker containers.

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Kimi k1.5 vs DeepSeek R1: Battle of the Best Chinese LLMs

Analytics Vidhya

It’s the era of Chinese supremacy in generative AI, and we love it! Yet another notable Chinese company, Moonshot AI, has just released its latest version of the Kimi k series models – Kimi k1.5. This open-source, multimodal LLM is a strong competitor to the popular models by Open AI, Claude, Qwen, and Deepseek. With […] The post Kimi k1.5 vs DeepSeek R1: Battle of the Best Chinese LLMs appeared first on Analytics Vidhya.

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Bodo.ai Open-Sources HPC Python Compute Engine

insideBIGDATA

SAN MATEO, Calif., Jan. 27, 2025 — Bodo.ai, an open source start-up focused on transformative Python, has released its high performance computing engine for Python under the Apache License. The need to process ever-larger amounts of data with higher precision, faster speeds, lower costs, and a smaller carbon footprint has grown exponentially. Bodo.

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How to Modernize Manufacturing Without Losing Control

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

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DeepSeek R1 on Databricks

databricks

Deepseek-R1 is a state-of-the-art open model that, for the first time, introduces the reasoning capability to the open source community. In particular, the.

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The Role of AI in Shaping the Future of Work

KDnuggets

Rather than fearing AI, we should see it as a tool that complements human skills, helping professionals focus on high-value work and enhancing job roles.

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Empowering AI with Senses: A Journey into Multimodal LLMs Part 1

Analytics Vidhya

The human mind naturally perceives language, vision, smell, and touch, enabling us to understand our surroundings. We are particularly inclined toward linguistic thought and visual memory. As GenAI models continue to grow, researchers are now working on extending their capabilities by incorporating multimodality. Large Language models (LLMs) only accept text as input and produce text […] The post Empowering AI with Senses: A Journey into Multimodal LLMs Part 1 appeared first on Analytics V

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AI Agent Employee Firm, MarkeTeam AI, Raised $3m With This Pitch Deck

Flipboard

AI firm MarkeTeam AI, which uses AI agents to replicate the functions of marketing teams, has raised $3 million in seed funding, bringing its total funding to $5 million. Ocean Azul Partners led the round, with additional support from marketing veterans like Clive Sirkin (former CMO of Kellogg's and Kimberly-Clark), Dion Joannou (former CEO of.

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Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Speaker: Frank Taliano

Documents are the backbone of enterprise operations, but they are also a common source of inefficiency. From buried insights to manual handoffs, document-based workflows can quietly stall decision-making and drain resources. For large, complex organizations, legacy systems and siloed processes create friction that AI is uniquely positioned to resolve.

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Bluwhale Secures $100M for Web3 Layer across L1 and L2 Blockchains 

insideBIGDATA

SAN FRANCISCO Jan. 28, 2025Bluwhale, an AI Web3 start-up, today announces that it has topped its funding to $100 million. This includes its Seed/Series A round as well as a $75 million token purchase commitment, grants, and node sale proceeds.

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DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via RL

Hacker News

We introduce our first-generation reasoning models, DeepSeek-R1-Zero and DeepSeek-R1. DeepSeek-R1-Zero, a model trained via large-scale reinforcement learning (RL) without supervised fine-tuning (SFT) as a preliminary step, demonstrates remarkable reasoning capabilities. Through RL, DeepSeek-R1-Zero naturally emerges with numerous powerful and intriguing reasoning behaviors.

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How is DeepSeek Making Money?

Analytics Vidhya

DeepSeek is making headlines for shaking up the AI industry, challenging established giants like OpenAI, Claude, and Meta with its cutting-edge modelsall while offering them for free. The company first made waves with the release of DeepSeek V3, followed by its advanced reasoning model – DeepSeek R1, and now its vision model – Janus Pro […] The post How is DeepSeek Making Money?

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Using DeepSeek-R1 Locally

KDnuggets

Run powerful reasoning models locally, matching the performance of OpenAI's o1 capabilities, completely free, and avoid paying $200 a month for a pro subscription.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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Deploy DeepSeek-R1 Distilled Llama models in Amazon Bedrock

AWS Machine Learning Blog

Open foundation models (FMs) have become a cornerstone of generative AI innovation, enabling organizations to build and customize AI applications while maintaining control over their costs and deployment strategies. By providing high-quality, openly available models, the AI community fosters rapid iteration, knowledge sharing, and cost-effective solutions that benefit both developers and end-users.

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Casio F91w at 5KM underwater – watches of espionage

Hacker News

Brands like Rolex and Omega will often tout their deepsea capabilities with the Rolex Deepsea Challenge rated to 11,000 meters (36,090 feet) and the Omega Ultra Deep coming in at a lesser but still ridiculous 6,000 meters (20,000 feet) of theoretical water resistance. But what about a cheap Casio often associated with terrorists and hipsters? With around $15 and some engineering know-how, can an affordable watch also venture into the deep ocean?

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Perplexity AI’s Offers to Buy TikTok: Gen AI Running for Social Media?

Analytics Vidhya

TikTok is yet to find a new owner and the bidders are already lining up! Worlds biggest short video content platform TikTok is working on a deadline to find a new buyer for itself to continue its operations in the US. Perplexity AI has thrown its hat into the bag too! It has offered to […] The post Perplexity AIs Offers to Buy TikTok: Gen AI Running for Social Media?

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How to Summarize Scientific Papers Using the BART Model with Hugging Face Transformers

KDnuggets

Learn how to perform paper summarization with BART.

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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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DeepSeek-R1 model now available in Amazon Bedrock Marketplace and Amazon SageMaker JumpStart

AWS Machine Learning Blog

Today, we are announcing that DeepSeek AI s first-generation frontier model, DeepSeek-R1 , is available through Amazon SageMaker JumpStart and Amazon Bedrock Marketplace to deploy for inference. You can now use DeepSeek-R1 to build, experiment, and responsibly scale your generative AI ideas on AWS. In this post, we demonstrate how to get started with DeepSeek-R1 on Amazon Bedrock and SageMaker JumpStart.

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Provable Uncertainty Decomposition via Higher-Order Calibration

Machine Learning Research at Apple

We give a principled method for decomposing the predictive uncertainty of a model into aleatoric and epistemic components with explicit semantics relating them to the real-world data distribution. While many works in the literature have proposed such decompositions, they lack the type of formal guarantees we provide. Our method is based on the new notion of higher-order calibration, which generalizes ordinary calibration to the setting of higher-order predictors that predict mixtures over label

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Decoding DeepSeek R1’s Advanced Reasoning Capabilities

Analytics Vidhya

DeepSeek-R1’s advanced reasoning capabilities have made it the new leader in the generative LLM field. It has caused a stir in the AI industry, with reports of Nvidias $600 billion loss post-launch. But what makes DeepSeek-R1 so famous overnight? In this article, well explore why DeepSeek-R1 is gaining so much attention, delve into its groundbreaking […] The post Decoding DeepSeek R1’s Advanced Reasoning Capabilities appeared first on Analytics Vidhya.

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Work Cohorts

FlowingData

How many people in the United States have a high school education or less, earn more than $200,000 in salary, work 20 to 29 hours per week, and have a commute under 15 minutes? A couple thousand do, based on estimates from the most recent 2023 American Community Survey. Sign me up. Better yet, let’s join the few thousand with no commute, working less than a quarter time, and earning more than $200,000.

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!