insideBIGDATA
FEBRUARY 16, 2024
In this contributed article, Nate MacLeitch, CEO of QuickBlox, believes that communication is good; AI-enhanced communication is great. AI’s ability to offer services like tone assistance, quick-answer responses, real-time translation, and audio-to-text conversions facilitates collaborative efforts among professionals, patients, and customers, regardless of their background.
Analytics Vidhya
FEBRUARY 15, 2024
Microsoft, in collaboration with OpenAI, has revealed a concerning trend in the realm of cybersecurity: the utilization of generative artificial intelligence (GenAI) by hostile states for offensive cyber operations. Highlighting the involvement of countries such as Iran, North Korea, Russia, and China, Microsoft sheds light on the evolving landscape of cyber warfare.
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KDnuggets
FEBRUARY 16, 2024
A Step-by-Step Approach to Unearthing Trends, Outliers, and Insights in your Data.
Data Science Dojo
FEBRUARY 16, 2024
After DALL-E 3 and GPT-4, OpenAI has now introduced Sora as it steps into the realm of video generation with artificial intelligence. Let’s take a look at what we know about the platform so far and what it has to offer. What is Sora? It is a new generative AI Text-to-Video model that can create minute-long videos from a textual prompt. It can convert the text in a prompt into complex and detailed visual scenes, owing to its understanding of the text and the physical existence of objects in
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.
insideBIGDATA
FEBRUARY 12, 2024
In this contributed article, editorial consultant Jelani Harper discusses a number of hot topics today: computer vision, data quality, and spatial data. Computer vision is an extremely viable facet of advanced machine learning for the enterprise. Its utility for data quality is evinced from some high profile use cases. This technology can produce similar boons for other facets of the ever-shifting data ecosystem.
Analytics Vidhya
FEBRUARY 10, 2024
Introduction Data Science is everywhere in the 21st century and has emerged as an innovative field. But what exactly is Data Science? And why should one consider specializing in it? This blog post aims to answer these questions and more. Data Science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to […] The post Top Data Science Specializations for 2024 appeared first on Analytics Vidhya.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Eugene Yan
FEBRUARY 10, 2024
Distillation vs. self-improvement across the three stages of language model training.
insideBIGDATA
FEBRUARY 16, 2024
In this contributed article, April Miller, senior IT and cybersecurity writer for ReHack Magazine, believes that when professionals are aware their data sets have missing, incomplete or inaccurate values, cleaning is often their first instinct. While it is an adequate approach, it won’t result in the same benefits as proactive action. If businesses prioritize standardization and compatibility, they can gain a competitive advantage, improve their strategic decision-making and accelerate technolog
Analytics Vidhya
FEBRUARY 13, 2024
As smartphones have become indispensable in our daily lives, concerns about privacy and security risks associated with their usage have intensified. Recently, Google has issued a privacy warning for both Android and iPhone users, shedding light on potential vulnerabilities linked to the utilization of Artificial Intelligence (AI) in smartphone applications.
KDnuggets
FEBRUARY 16, 2024
Whether you are a beginner or an experienced user, this guide is perfect for familiarizing yourself with basic and advanced command line tools.
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.
databricks
FEBRUARY 14, 2024
For the past two years, Databricks has collaborated with leading consulting partners to build innovative solutions for industry, migration, and data and AI.
Adrian Bridgwater for Forbes
FEBRUARY 14, 2024
Plugging into cloud computing software applications and data services means adopting and opening up an organization’s operational fabric to a massive powerhouse of fun.
Analytics Vidhya
FEBRUARY 13, 2024
Introduction Artificial Intelligence (AI) is a rapidly advancing field with global participation. Private investment in AI has soared, with projections indicating substantial growth in the coming years. Countries like the US and China often steal the spotlight for their substantial contributions to the AI industry. However, it is crucial to recognize the widespread experimentation and […] The post Top 10 Countries Leading in AI Research & Technology in 2024 appeared first on Analytics
KDnuggets
FEBRUARY 15, 2024
KDnuggets' latest original cheat sheet covers Jupyter Notebook magic methods. Check it out now and become a notebook magician.
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
Data Science Dojo
FEBRUARY 15, 2024
Large Language Models have surged in popularity due to their remarkable ability to understand, generate, and interact with human language with unprecedented accuracy and fluency. This surge is largely attributed to advancements in machine learning and the vast increase in computational power, enabling these models to process and learn from billions of words and texts from the internet.
Adrian Bridgwater for Forbes
FEBRUARY 12, 2024
We need to adopt an agnostic stance with regard to the components that come together to build our AI smartness.
Analytics Vidhya
FEBRUARY 16, 2024
Meta continues its stride towards human-like machine intelligence with the release of the Video Joint Embedding Predictive Architecture (V-JEPA) model. This innovative step aims to enhance machines’ comprehension of the world by analyzing intricate interactions within videos. Moreover, it aligns with the vision of Meta’s VP & Chief AI Scientist, Yann LeCun, to develop advanced […] The post Meta’s V-JEPA: Revolutionizing Video Understanding in AI appeared first on Anal
KDnuggets
FEBRUARY 13, 2024
Stable Diffusion models are revolutionizing digital artistry, transforming mere text into stunning, lifelike images. Explore further here.
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.
Machine Learning Mastery
FEBRUARY 12, 2024
In the vast universe of data, it’s not always about what we can see but rather what we can infer. Confidence intervals, a cornerstone of inferential statistics, empower us to make educated guesses about a larger population based on our sample data. Using the Ames Housing dataset, let’s unravel the concept of confidence intervals and […] The post Inferential Insights: How Confidence Intervals Illuminate the Ames Real Estate Market appeared first on MachineLearningMastery.com.
Adrian Bridgwater for Forbes
FEBRUARY 15, 2024
We need to consider how an AI service will be actually be used by users and then construct and feed it with the ingredients it needs to suit the exact recipe.
Analytics Vidhya
FEBRUARY 15, 2024
Introduction A bubble chart is a type of data visualization that displays data points as bubbles on a two-dimensional graph. Each bubble represents a data point, and its size and color can be used to convey additional information. In this article, we will explore the benefits of using bubble charts in data visualization and learn […] The post Bubble Chart in Python appeared first on Analytics Vidhya.
KDnuggets
FEBRUARY 13, 2024
Want to prepare your tech career for 2024 and onwards? Have a look at O’Reilly’s FREE technology trends report.
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?
Machine Learning Mastery
FEBRUARY 15, 2024
In the realm of inferential statistics, you often want to test specific hypotheses about our data. Using the Ames Housing dataset, you’ll delve deep into the concept of hypothesis testing and explore if the presence of an air conditioner affects the sale price of a house. Let’s get started. Overview This post unfolds through the […] The post Testing Assumptions in Real Estate: A Dive into Hypothesis Testing with the Ames Housing Dataset appeared first on MachineLearningMastery.
databricks
FEBRUARY 14, 2024
In the dynamic realm of AI-driven forecasting, businesses navigate a landscape where strategic choices shape their trajectory. One such pivotal decision was made.
Analytics Vidhya
FEBRUARY 16, 2024
Google continues its stride in AI development with the introduction of Gemini 1.5, the latest iteration in its Gemini family of GenAI models. Following closely on the heels of Gemini 1.0, launched just a few months ago, this new model promises significant enhancements in performance, efficiency, and capabilities. Let’s delve deeper into what Gemini 1.5 […] The post Google Introduces Gemini 1.5: The Next Evolution in AI Models appeared first on Analytics Vidhya.
KDnuggets
FEBRUARY 14, 2024
If you’ve ever had conversations with data professionals, you’ve probably heard “data lineage” pop up quite a few times. So what is data lineage all about, and why is it important?
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
Data Science Dojo
FEBRUARY 14, 2024
Feature Engineering is a process of using domain knowledge to extract and transform features from raw data. These features can be used to improve the performance of Machine Learning Algorithms. Feature Engineering encompasses a diverse array of techniques, including Feature Transformation, Feature Construction, Feature Selection, Feature Scaling, and Feature Extraction, each playing a crucial role in refining and optimizing the representation of data for machine learning tasks.
databricks
FEBRUARY 15, 2024
About UK Power Networks UK Power Networks is the largest electricity distributor in the UK. It maintains electricity cables and lines in London.
Analytics Vidhya
FEBRUARY 15, 2024
OpenAI has introduced Sora, an innovative AI model that can generate one-minute videos from simple text prompts. This advancement in AI technology sparks excitement and concerns simultaneously as it demonstrates remarkable capabilities in video generation. Sora’s Impressive Features OpenAI’s latest creation, Sora, stands out for its ability to produce minute-long videos with impressive realism solely […] The post OpenAI Unveils Sora: Text-to-Video AI Model for 1-Minute Videos a
KDnuggets
FEBRUARY 12, 2024
You don't always have high-quality labeled datasets for supervised machine learning. Learn about why you should augment your real data with synthetic data as well as the ways to generate it.
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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