insideBIGDATA
JULY 9, 2024
In this feature article, Daniel D. Gutierrez, insideAInews Editor-in-Chief & Resident Data Scientist, believes that as generative AI continues to evolve, its potential applications across industries are boundless. For executives, understanding the foundational concepts of transformers, LLMs, self-attention, multi-modal models, and retrieval-augmented generation is crucial.
KDnuggets
JULY 12, 2024
Discover the essential tools every data scientist should know to elevate their data science game, from Python and R to SQL and advanced visualization tools.
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Analytics Vidhya
JULY 10, 2024
Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. This tutorial gives users the skills they need to create effective AI agents, regardless of whether they are developers […] The post Comprehensive Guide to Build AI Agents from Scratch appeared first on Analytics Vidhya.
Eugene Yan
JULY 6, 2024
What to interview for, how to structure the phone screen, interview loop, and debrief, and a few tips.
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.
databricks
JULY 8, 2024
We are proud to announce two new analyst reports recognizing Databricks in the data engineering and data streaming space: IDC MarketScape: Worldwide Analytic.
KDnuggets
JULY 9, 2024
This article is for anyone looking to maximize their use of Amazon Web Services (AWS) generative AI (GenAI) services. Here are eight courses that range from beginner to expert level.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
insideBIGDATA
JULY 8, 2024
Science lies at the heart of the annual Supercomputing conference, and the Technical Program is one of the most important and challenging aspects of the conference. To learn more about what this program does, as well as the scientific vision that drives every decision within the program, here’s an interview with SC24 Technical Program Chair Guillaume Pallez (Inria) and Vice Chair Judith Hill (LLNL).
databricks
JULY 8, 2024
The Prodvana team joins Databricks to support new innovations in the Data Intelligence Platform infrastructure. Learn more about the vision and what's ahead.
KDnuggets
JULY 8, 2024
Text preprocessing is an important step in NLP. Let's learn how to use the Hugging Face Tokenizers Library to preprocess text data.
Analytics Vidhya
JULY 7, 2024
Introduction Artificial Intelligence (AI) is transforming industries and creating new possibilities in various fields. Stanford University, renowned for its contributions to AI research, offers several free courses that can help you get started or advance your knowledge in this exciting domain. Whether you’re a beginner or an experienced professional, these courses provide valuable insights into […] The post 9 Free AI Courses from Stanford appeared first on Analytics Vidhya.
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.
Machine Learning Mastery
JULY 10, 2024
Reinforcement Learning (RL) is a type of machine learning. It trains an agent to make decisions by interacting with an environment. This article covers the basic concepts of RL. These include states, actions, rewards, policies, and the Markov Decision Process (MDP). By the end, you will understand how RL works. You will also learn how […] The post Principles of Reinforcement Learning: An Introduction with Python appeared first on MachineLearningMastery.com.
databricks
JULY 12, 2024
Hallucinations in large language models (LLMs) occur when models produce responses that do not align with factual reality or the provided context. This.
KDnuggets
JULY 10, 2024
Let's learn how to efficiently merge large Pandas dataframes.
Analytics Vidhya
JULY 12, 2024
Introduction The recent decade has witnessed a massive surge in the application of Machine learning techniques. There is a continuous rise of application of machine learning techniques in nearly all domains, including research, education, environment, social science, businesses, service providers, production, manufacturing, supply chain, healthcare, biochemistry, biotechnology, and many more.
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
Machine Learning Mastery
JULY 9, 2024
Deep learning is a subset of machine learning that has become a cornerstone in many technological breakthroughs. At the core of deep learning, it’s a model inspired by the human brain, which we call a neural network. Contrary to the traditional machine learning model, deep learning can automatically find feature representations from data. That’s why […] The post 5 Tips for Getting Started with Deep Learning appeared first on MachineLearningMastery.com.
Adrian Bridgwater for Forbes
JULY 10, 2024
WIll unloved technology infrastructures finally be regarded like “cool new apps” across upper level of enterprise information technology?
KDnuggets
JULY 11, 2024
Here’s how to ace your data analyst interview and land your first job.
Analytics Vidhya
JULY 9, 2024
Introduction Just binge-watched that K-drama over the weekend, and now your Netflix recommendations turn into an eerily perfect lineup of similar shows? That’s no coincidence. Netflix employs sophisticated data strategies to ensure it’s tough to hit the stop button once you start watching, or you can say Netflix uses Data Science. Yep, your weekend binge […] The post Behind the Screen: How Netflix Uses Data Science?
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.
insideBIGDATA
JULY 10, 2024
GridGain® announced version 9 of the GridGain Unified Real-Time Data Platform. Building on the proven multi-dimensional data processing and analytics capabilities of version 8, GridGain 9 delivers the most stable, resilient, and high-performant solution for ultra-low latency data applications, powering the extreme speed, scale, durability and reliability critical to modern enterprise use cases and AI.
Data Science Dojo
JULY 10, 2024
In the ever-evolving landscape of artificial intelligence (AI), staying informed about the latest advancements, tools, and trends can often feel overwhelming. This is where AI newsletters come into play, offering a curated, digestible format that brings you the most pertinent updates directly to your inbox. Whether you are an AI professional, a business leader leveraging AI technologies, or simply an enthusiast keen on understanding AI’s societal impact, subscribing to the right newsletters can
KDnuggets
JULY 8, 2024
Docker tags are important for managing and versioning Docker images. This tutorial will teach you how to use Docker tags effectively.
Analytics Vidhya
JULY 12, 2024
Introduction LangChain has become a potent toolset for creating complex AI applications in the rapidly developing field of artificial intelligence. One of its most intriguing aspects is the agent architecture, which enables programmers to design intelligent systems that can reason, make decisions, and take independent action. As we look closer into this exciting realm, discover […] The post AI Agents: A Deep Dive into LangChain’s Agent Framework appeared first on Analytics Vidhya.
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?
insideBIGDATA
JULY 10, 2024
In this contributed article, Artyom Keydunov, co-founder and CEO of Cube, believes that although business intelligence (BI) solutions have gone a long way to make more data available to non-technical users, challenges remain. With a universal semantic layer, organizations can create curated, intuitive data experiences that are more accessible than ever, enabling users to derive far more value from enterprise data.
Dataconomy
JULY 10, 2024
Email marketing has evolved significantly over the past few decades. From simple, text-based emails to sophisticated, data-driven campaigns, the landscape of email marketing continues to change. As we look towards the future, several predictions and trends are emerging that promise to shape the way businesses connect with their audiences. This article explores these key trends and offers insights into what the future holds for email marketing. 1.
KDnuggets
JULY 8, 2024
Learn all about introductory statistics with this collection of tutorials from our sister site Statology.
Analytics Vidhya
JULY 9, 2024
Introduction When ChatGPT arrived, it revolutionized how we interact with AI, making tasks like summarizing articles and planning trips a breeze. Thanks to OpenAI, you can now create personalized ChatGPT models, called GPTs, tailored to your specific needs. In this tutorial, we’ll walk you through the simple process of creating your own GPTs in just […] The post How to Make Custom ChatGPT?
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
insideBIGDATA
JULY 11, 2024
Alluxio, the developer of the open-source data platform, announced the immediate availability of the latest enhancements in Alluxio Enterprise AI. Version 3.2 showcases the platform's capability to utilize GPU resources universally, improvements in I/O performance, and competitive end-to-end performance with HPC storage.
Dataconomy
JULY 11, 2024
The mass integration of telepractice has caused huge changes across the entire healthcare sector, with the integration of new technological advancements opening the door to novel delivery methods that improve patient access to care and overall outcomes. Telepractice, also known as teletherapy or telehealth, involves delivering speech-language therapy services via digital platforms which allows therapists to reach clients who might not have the means or ability to receive face-to-face therapy.
KDnuggets
JULY 9, 2024
Learn how to streamline data and model orchestration for Generative AI success. Explore practical use cases and a comprehensive guide in this blog.
Analytics Vidhya
JULY 7, 2024
Introduction TCL (Transaction Control Language) commands are crucial in SQL overseeing changes enacted by DML (Data Manipulation Language) statements. These commands enable users and database administrators to manage transaction processes, maintaining data consistency and integrity. This article explores the main TCL commands, their functions, and their practical uses.
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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