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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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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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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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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More Trending

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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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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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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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An Introduction to Logarithms in Machine Learning with Python

Machine Learning Mastery

Logarithms are a cornerstone of mathematics, statistics, and data science, and even show up in all sorts of places in machine learning.

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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!

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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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Knowledge Distillation: Making AI Models Smaller, Faster & Smarter

Data Science Dojo

Artificial intelligence (AI) has transformed industries, but its large and complex models often require significant computational resources. Traditionally, AI models have relied on cloud-based infrastructure, but this approach often comes with challenges such as latency, privacy concerns, and reliance on a stable internet connection. Enter Edge AI, a revolutionary shift that brings AI computations directly to devices like smartphones, IoT gadgets, and embedded systems.

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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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Empowering Personalized Banking Experiences

databricks

At Zafin , our mission is to help banks modernize their core infrastructure to deliver exceptional, personalized experiences to their customers. To determine.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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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?

AI 259
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Optimizing Memory Usage in PyTorch Models

Machine Learning Mastery

Even though more than 40% of businesses say theyre pleased with AI, many are unhappy with out-of-the-box solutions, resulting in a need for local AI solutions and their subsequent tweaking with PyTorch.

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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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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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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Introducing Easier Change Data Capture in Apache Spark™ Structured Streaming

databricks

This blog describes the new change feed and snapshot capabilities in Apache Spark Structured Streamings State Reader API. The State Reader API enables.

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We Want to Hear Your Data Center Disaster Stories!

insideBIGDATA

[SPONSORED CONTENT] DDC Solutions, the maker of patented data center cabinet technology and dynamic management software, and insideHPC are running a contest focused on your data center disaster stories. Be it a fire, water leaks, power problems, shutdowns caused by overheated equipment or infrastructure limitations, we want to hear from you.

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7 Tools To Help Write Better Python Code

KDnuggets

Want to focus on writing useful Python applications without worrying about code quality? Let these tools do the heavy lifting for you!

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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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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Care Cost Compass: An Agent System Using Mosaic AI Agent Framework

databricks

Opportunities and Obstacles in Developing Reliable Generative AI for Enterprises Generative AI offers transformative benefits in enterprise application development by providing advanced natural.

AI 212
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Quibim: $50M Series A for Precision Medicine with AI-Powered Imaging Biomarkers

insideBIGDATA

Valencia, Spain and New York, January 28, 2025 Quibim, a healthtech company focused on the use of imaging biomarkers for precision medicine, announced today the close of its $50 million Series A financing. The company said it has experienced growth in the number of patients analyzed by its products over the past year.

AI 221
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How to Evaluate LLMs

KDnuggets

Evaluation methodologies, metrics, and best practices for different language tasks, explained.

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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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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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OpenAI launches o3-mini, still more expensive than DeepSeek R1

Dataconomy

OpenAI has launched o3-mini, its most cost-efficient AI model today. This model, designed as a small reasoning tool, is available on ChatGPT and through OpenAI’s API and is expected to excel in tasks related to science, mathematics, and coding. The company introduced almost a week later than DeepSeek, the Chinese model everybody’s talking about recently as they launched DeepSeek R1 , which is almost 100x cheaper via API and free on its chat app.

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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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Top 5 LLMs to Use According to FACTS Leaderboard

KDnuggets

Explore the most factually accurate and reliable large language models.

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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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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.