How I Would Learn Data Science in 2025 (If I Could Start Over)
JANUARY 9, 2025
Five years ago, I was a data science beginner learning the ropes. If I could start anew in 2025, here's what I would do.
Sat.Jan 04, 2025 - Fri.Jan 10, 2025
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Why “Living Intelligence” Is the Next Big Thing
JANUARY 6, 2025
AI is merely one facet of a sweeping technological change underway, and companies that fail to recognize the importance of other converging technologies risk being left behind. Two other technologies advanced sensors and biotechnology are less visible, though no less important, and have been quietly advancing. Soon, the convergence of these three technologies is going to underpin a new reality that will shape the future decisions of every leader across industries.
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New Freedoms In Bring Your Own Cloud?
Adrian Bridgwater for Forbes
JANUARY 7, 2025
Bring your own cloud is a deployment model that enables a business to host applications and data in their own cloud accounts with zero access from the cloud vendor.
Getting Started with the Data Engineer Handbook
KDnuggets
JANUARY 6, 2025
Kickstart your data engineering career with an expert guide available on GitHub.
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
F1 Score: A Key Metric in LLM Evaluation
Data Science Dojo
JANUARY 8, 2025
Evaluating the performance of Large Language Models (LLMs) is an important and necessary step in refining it. LLMs are used in solving many different problems ranging from text classification and information extraction. Choosing the correct metrics to measure the performance of an LLM can greatly increase the effectiveness of the model. In this blog, we will explore one such crucial metric the F1 score.
Nvidia at CES: Omniverse Blueprint for Industry, Generative Physical AI, Access to Blackwells, Cosmos Model for Physical AI
insideBIGDATA
JANUARY 7, 2025
Nvidia issued its anticipated raft of news at CES this week, heres an overview of announcements for the HPC-AI sector: Mega Omniverse Blueprint for Industrial Robot Fleet Digital Twins The company said Mega is an omniverse framework for next-gen industrial AI and robot simulation through software-defined testing and optimization of factories and warehouses.
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5 Common Mistakes to Avoid When Training LLMs
Machine Learning Mastery
JANUARY 8, 2025
Introduction Training large language models (LLMs) is an involved process that requires planning, computational resources, and domain expertise. Data scientists, machine learning practitioners, and AI engineers alike can fall into common training or fine-tuning patterns that could compromise a model’s performance or scalability.
What Companies Succeeding with AI Do Differently
JANUARY 9, 2025
In 2021, researchers at MIT and McKinsey teamed up to ask more than 100 companies how they were using AI in their operations and to learn what separated the highest-performing companies from the rest. They conducted a similar survey in 2023 to see what had changed. They found that the gap between leading companies and the rest had widened; that the payback-period for AI investments was much shorter; and that leading companies were better at identifying and implementing use cases that delivered p
41% of global firms plan layoffs by 2030 due to AI
Dataconomy
JANUARY 9, 2025
According to a World Economic Forum survey, 41% of global firms plan to implement workforce reductions by 2030 as a result of advancements in artificial intelligence (AI). The survey indicates a trend toward significant workforce changes as companies look to integrate AI into their strategies between 2025 and 2030. The World Economic Forums Future of Jobs Report reveals that 77% of the surveyed companies intend to retrain and upskill their existing workforce to work alongside AI systems.
Srikanth Velamakanni’s 2024 AI Predictions – Hit or Miss?
Analytics Vidhya
JANUARY 9, 2025
As we leap into 2025, AI is sprinting ahead, reshaping industries, careers, and how we live. Back in 2024, Srikanth Velamakanni, Fractal.ais co-founder, made bold AI predictions. Did they hit the mark? Let’s find out! Srikanth Velamakanni’s 2024 Predictions The first five predictions focused on Large Language Models (LLMs) and Foundation Models.
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?
What Are Large Language Models? A Beginner’s Guide for 2025
KDnuggets
JANUARY 9, 2025
Curious about what LLMs are and want to know about them? Explore the Full Guide Right Here, Right Now!
Opinion: STAT+: Why isn’t AI transforming biopharma as fast as we’d like?
JANUARY 10, 2025
The acceleration of artificial intelligence is arriving just in time for the biopharmaceutical industry. The global demand for innovative, effective treatments is growing faster than ever as the world’s largest drugmakers face intensifying regulatory, pricing, and political pressure. In this challenging environment, traditional industry processes must simply move faster.
VLC media player will use AI to provide users with subtitles
Dataconomy
JANUARY 9, 2025
VLC media player, developed by nonprofit VideoLAN, has surpassed 6 billion downloads globally and announced a forthcoming AI-powered subtitle feature at CES 2025. VLC media player hits 6 billion downloads The new functionality will automatically generate real-time subtitles and translations for any video using local, open-source AI models, ensuring that an internet connection or cloud services are not required, as demonstrated by VideoLAN at the event.
Exploring Embedding Models with Vertex AI
Analytics Vidhya
JANUARY 8, 2025
Vectors are the basis for the majority of the most complex artificial intelligence applications, including semantic search or anomaly detection. In this article, we start right at the front with the basics of embeddings, moving on to understand sentence embeddings and vector representations. Well discuss simple practical approaches including mean pooling, cosine similarity and architecture […] The post Exploring Embedding Models with Vertex AI appeared first on Analytics Vidhya.
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!
Waymo Robotaxis Safer Than Any Human-Driven Cars — MUCH Safer
Hacker News
JANUARY 4, 2025
Swiss Re, a top reinsurer globally, has analyzed a lot of data, and it has determined that Waymo’s robotaxis are safer than human drivers, and even safer than human drivers of new cars with the latest advanced driver assistance systems (ADAS). Swiss Re has more than 500,000 liability claims and. [continued] The post Waymo Robotaxis Safer Than Any Human-Driven Cars MUCH Safer appeared first on CleanTechnica.
AI Has Changed Student Cheating. But Strategies to Stop It Remain Consistent.
JANUARY 7, 2025
Teachers and professors can make adjustments in how they teach that will greatly reduce incidents of student cheating with AI. It turns out, those changes arent much different than what worked to deter previous cheating methods. Thats the argument of Tricia Bertram Gallant, a longtime expert in academic integrity who is director of the Academic Integrity Office at the University of California San Diego.
Evaluate large language models for your machine translation tasks on AWS
AWS Machine Learning Blog
JANUARY 7, 2025
Large language models (LLMs) have demonstrated promising capabilities in machine translation (MT) tasks. Depending on the use case, they are able to compete with neural translation models such as Amazon Translate. LLMs particularly stand out for their natural ability to learn from the context of the input text, which allows them to pick up on cultural cues and produce more natural sounding translations.
Fine-tuning an LLM to Write Like You on OpenAI Platform vs Google AI Studio
Analytics Vidhya
JANUARY 7, 2025
Fine-tuning large language models (LLMs) is an essential technique for customizing LLMs for specific needs, such as adopting a particular writing style or focusing on a specific domain. OpenAI and Google AI Studio are two major platforms offering tools for this purpose, each with distinct features and workflows. In this article, we will examine how […] The post Fine-tuning an LLM to Write Like You on OpenAI Platform vs Google AI Studio appeared first on Analytics Vidhya.
Optimizing The Modern Developer Experience with Coder
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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.
Anomaly Detection: How to Find Outliers Using the Grubbs Test
PyImageSearch
JANUARY 6, 2025
Home Table of Contents Anomaly Detection: How to Find Outliers Using the Grubbs Test What Is an Outlier? How to Find Outliers with Grubbs Test Formulating the Hypotheses Null Hypothesis Alternative Hypothesis Calculate the Test Statistic Determining the Critical Value with t-Distribution Key Characteristics of the t-Distribution Performing the Grubbs Test Left-Tailed Grubbs Test Right-Tailed Grubbs Test Two-Tailed Grubbs Test Summary Citation Information Anomaly Detection: How to Find Outliers U
How to Monitor Docker Containers
KDnuggets
JANUARY 10, 2025
This guide highlights the importance of container monitoring, key metrics to track, and tools ranging from Docker's built-in commands to comprehensive systems like Prometheus and Grafana.
Data Integrity for AI: What’s Old is New Again
Precisely
JANUARY 9, 2025
Artificial Intelligence (AI) is all the rage, and rightly so. By now most of us have experienced how Gen AI and the LLMs (large language models) that fuel it are primed to transform the way we create, research, collaborate, engage, and much more. Yet along with the AI hype and excitement comes very appropriate sanity-checks asking whether AI is ready for prime-time.
Top 9 Upvoted Papers on Hugging Face
Analytics Vidhya
JANUARY 6, 2025
The field of artificial intelligence is changing rapidly. Therefore, to keep abreast of the most recent research, reviewing Papers on Hugging Face is essential. Hugging Face has created a unique space where researchers not only share their work but can also engage with the community by upvoting, commenting, and discussing with others. This platform helps […] The post Top 9 Upvoted Papers on Hugging Face appeared first on Analytics Vidhya.
15 Modern Use Cases for Enterprise Business Intelligence
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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?
OpenAI claims superintelligence is closer than you think
Dataconomy
JANUARY 5, 2025
OpenAI CEO Sam Altman announced that the company has attained a fundamental understanding of artificial general intelligence (AGI) and is now focusing on the development of superintelligence, with the expectation that AI agents may join the workforce by 2025. OpenAI aims for superintelligence by 2025 In a blog post reflecting on the past nine years since OpenAI’s inception as a non-profit research lab, Altman noted that the company became notable in the tech industry after launching ChatGP
How to Use dataframe.map() for Element-wise Operations in Pandas
KDnuggets
JANUARY 8, 2025
Element-wise operations are a crucial part of data preprocessing in Pandas. Learn how to perform them with practical examples using the DataFrame.map() function.
Databricks on Databricks - Transforming the Sales Experience using GenAI Agents
databricks
JANUARY 7, 2025
At Databricks, our automation vision is to automate all aspects of the business, making it better, faster, and cheaper. For the sales teams.
Building AI Application with DeepSeek-V3
Analytics Vidhya
JANUARY 10, 2025
DeepSeek-V3, the newest model from Chinese AI firm DeepSeek, is making a big impact in the AI world. It is outperforming many top proprietary AI models and showing that open-source AI can lead the way. It helps create smart, efficient, and scalable solutions while being economical since it is free to use. In this guide, […] The post Building AI Application with DeepSeek-V3 appeared first on Analytics Vidhya.
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.
Banshee 2.0 malware targets macOS users and it’s hard to spot
Dataconomy
JANUARY 10, 2025
The Banshee 2.0 malware, an infostealer targeting macOS, evades antivirus detection by employing an encryption mechanism drawn from Apple’s XProtect antivirus product. This variant has spread primarily through Russian cybercrime marketplaces since its introduction in July. Banshee 2.0 malware uses Apples encryption to evade detection Banshee 2.0 malware, priced at $1,500 as a “stealer-as-a-service,” is designed to steal credentials from various browsers including Google Chrome,
5 Free Courses to Master Data Wrangling with Python
KDnuggets
JANUARY 7, 2025
Do you want to learn data wrangling with Python on a budget? No worries, there are (at least) five free courses thatll provide you with solid knowledge.
MLOps Best Practices - MLOps Gym: Crawl
databricks
JANUARY 6, 2025
Introduction MLOps is an ongoing journey, not a once-and-done project. It involves a set of practices and organizational behaviors, not just individual tools.
AWS CloudFormation: Simplifying Cloud Deployments
Analytics Vidhya
JANUARY 10, 2025
In this article, well explore how AWS CloudFormation simplifies setting up and managing cloud infrastructure. Instead of manually creating resources like servers or databases, you can write down your requirements in a file, and CloudFormation does the heavy lifting for you. This approach, known as Infrastructure as Code (IaC), saves time, reduces errors, and ensures […] The post AWS CloudFormation: Simplifying Cloud Deployments appeared first on Analytics Vidhya.
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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