ODSC - Open Data Science
JUNE 20, 2023
Artificial intelligence (AI) programs have hogged headlines recently and the industry is set to grow exponentially over the next few years. As models such as the ones released by OpenAI grow and disrupt several business activities, data has become more important than ever. Observers typically associate data security with large enterprises and their networks.
insideBIGDATA
JUNE 23, 2023
Kaggle is an incredible resource for all data scientists. I advise my Intro to Data Science students at UCLA to take advantage of Kaggle by first completing the venerable Titanic Getting Started Prediction Challenge, and then moving on to active challenges. Kaggle is a great way to gain valuable experience with data science and machine learning. Now, there are two excellent books to lead you through the Kaggle process.
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Analytics Vidhya
JUNE 17, 2023
Introduction Crop yield prediction is an essential predictive analytics technique in the agriculture industry. It is an agricultural practice that can help farmers and farming businesses predict crop yield in a particular season when to plant a crop, and when to harvest for better crop yield. Predictive analytics is a powerful tool that can help […] The post Crop Yield Prediction Using Machine Learning And Flask Deployment appeared first on Analytics Vidhya.
KDnuggets
JUNE 23, 2023
Fast forward your EDA process using this ChatGPT plugin.
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.
Data Science Dojo
JUNE 21, 2023
Hello there, dear reader! It’s an absolute pleasure to have you here. Today, we’re embarking on a thrilling journey into the heart of data-driven marketing. Don’t worry, though; this isn’t your average marketing chat! We’re delving into the very science that makes marketing tick. So, grab a cup of tea, sit back, and let’s unravel the fascinating ties between marketing Trust me, it’s going to be a real hoot!
insideBIGDATA
JUNE 20, 2023
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
KDnuggets
JUNE 22, 2023
The Rise of ChatGPT.
databricks
JUNE 20, 2023
This blog is the first of a 3-part series chronicling TD Bank's Data Platform transformation and the enablement of their Data as a.
insideBIGDATA
JUNE 23, 2023
In this contributed article, Jason Davis, Ph.D. ,CEO and co-founder of Simon Data, believes that when companies try to pull together all the data streams in a warehouse, they can run into several challenges that make it hard to get a comprehensive picture and create effective personalization. Here are a few ways to help you combat these problems and drive meaningful results using your cloud data warehouse.
Analytics Vidhya
JUNE 22, 2023
Macquarie’s Banking and Financial Services Group has joined forces with Google Cloud to harness the power of artificial intelligence (AI) and machine learning (ML) in an exciting collaboration to revolutionize the banking industry. This partnership aims to enhance customer banking experiences by developing predictive analysis models and streamlining banking processes through automation.
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.
KDnuggets
JUNE 20, 2023
In this article, we’ll learn to adapt pre-trained models to custom classification tasks using a technique called transfer learning. We will demonstrate it for an image classification task using PyTorch, and compare transfer learning on 3 pre-trained models, Vgg16, ResNet50, and ResNet152.
databricks
JUNE 22, 2023
This blog is authored by Sai Ravuru Senior Manager of Data Science & Analytics at JetBlue The role of data in the aviation.
insideBIGDATA
JUNE 21, 2023
In this contributed article, Tal Shapira, Ph.D., co-founder and chief scientist at Reco, discusses the need for self-supervised learning to combat the growing attack surface that SaaS-based applications have opened up for organizations. SaaS tools and applications have revolutionized the workplace in many ways – and we certainly don’t want to put an end to that.
Analytics Vidhya
JUNE 19, 2023
Google, the world’s leading search engine, has made significant strides in understanding and adapting to artificial intelligence (AI) technology. At the recent Google Search Central Live Tokyo 2023 event, Gary Illyes and other experts shared valuable insights into Google’s approach to AI-generated content. In this article, we will delve into Google’s policy on AI content […] The post How Google Rates Content: Latest Updates appeared first on Analytics Vidhya.
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
KDnuggets
JUNE 21, 2023
This article elaborates on the importance of Explainable AI (XAI), what the challenges in building interpretable AI models are, and some practical guidelines for companies to build XAI models.
databricks
JUNE 23, 2023
This is a collaborative post from Databricks and Amazon Web Services (AWS). We thank Venkat Viswanathan, Data and Analytics Strategy Leader, Partner Solutions.
insideBIGDATA
JUNE 18, 2023
Our friends over at Silicon Mechanics put together a guide for the Triton Big Data Cluster™ reference architecture that addresses many challenges and can be the big data analytics and DL training solution blueprint many organizations need to start their big data infrastructure journey. The guide is for a technical person, especially those who might be a system admin in government, research, financial services, life sciences, oil and gas, or a similarly compute-intensive field.
Analytics Vidhya
JUNE 20, 2023
Introduction Forecasting currency exchange rates is the practice of anticipating future changes in the value of one currency about another. Currency forecasting may assist people, corporations, and financial organizations make educated financial decisions. One of the forecasting techniques that can be used is SARIMA. SARIMA is an excellent time series forecasting technique for estimating time series […] The post SARIMA Model for Forecasting Currency Exchange Rates appeared first on Analyti
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.
KDnuggets
JUNE 20, 2023
Orca is a 13B parameter model that learns to imitate the reasoning processes of LFMs. It uses progressive learning and teacher assistance from ChatGPT to overcome capacity gaps. By leveraging rich signals from GPT-4, Orca enhances its capabilities and improves imitation learning performance.
databricks
JUNE 22, 2023
The annual Data Team Awards showcase how different enterprise data teams are delivering solutions to some of the world’s toughest problems. Nearly 300 n.
insideBIGDATA
JUNE 22, 2023
Amazon Web Services, Inc. (AWS), an Amazon.com, Inc. company (NASDAQ: AMZN), today announced the AWS Generative AI Innovation Center, a new program to help customers successfully build and deploy generative artificial intelligence (AI) solutions. AWS is investing $100 million in the program, which will connect AWS AI and machine learning (ML) experts with customers around the globe to help them envision, design, and launch new generative AI products, services, and processes.
Analytics Vidhya
JUNE 19, 2023
Efficient decision-making is the result of combining information, analysis, and effectiveness. That’s why businesses of all types and sizes are embracing data visualization, albeit often with a simplified approach. Power BI and Tableau, popular and user-friendly data visualization tools, help businesses organize large datasets. While both software are crucial for efficient data organization, comparing Power […] The post Power BI vs Tableau: Similarities and Differences appeared first
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?
KDnuggets
JUNE 19, 2023
In this article we will learn about its definition, differences and how to calculate FLOPs and MACs using Python packages.
databricks
JUNE 22, 2023
We are excited to announce the public preview of Unity Catalog support for Delta Live Tables (DLT). With this preview, any data team.
insideBIGDATA
JUNE 21, 2023
Above the Trend Line: your industry rumor central is a recurring feature of insideBIGDATA. In this column, we present a variety of short time-critical news items grouped by category such as M&A activity, people movements, funding news, financial results, industry alignments, customer wins, rumors and general scuttlebutt floating around the big data, data science and machine learning industries including behind-the-scenes anecdotes and curious buzz.
Analytics Vidhya
JUNE 22, 2023
Introduction A good way to get in-depth knowledge about Transformer models is to learn about attention mechanisms. In this light, learning about multi-head attention in particular before learning other types of attention mechanisms is also a great choice. This is because the concept tends to be a bit easier to grasp. Attention mechanisms can be […] The post Understanding Attention Mechanisms Using Multi-Head Attention appeared first on Analytics Vidhya.
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
KDnuggets
JUNE 19, 2023
Improving Performance by Replacing Pandas with cuDF in Creating Data Frames and Engineering Features and Integrating with Google Colab.
databricks
JUNE 21, 2023
The annual Data Team Awards showcase how different enterprise data teams are delivering solutions to some of the world’s toughest problems. Nearly 300 n.
Dataconomy
JUNE 19, 2023
Meet Luma AI, a great tool known for creators to capture and transform real-world objects into photorealistic digital assets. As a powerful and accessible application, Luma AI grants users the ability to translate the intricacies of our physical world into immersive 3D models, all from the convenience of their smartphones. What is Luma AI? Luma AI is an innovative artificial intelligence tool that empowers users to produce incredibly realistic 3D visual assets with just a smartphone.
Analytics Vidhya
JUNE 23, 2023
In medicine, artificial intelligence (AI) is being used more and more regularly, particularly in diagnosis and treatment planning. AI and machine learning have become effective diagnostic tools in recent years. By offering more accurate diagnoses, this technology can potentially change healthcare. Artificial intelligence facilitates healthcare management, automation, administration, and workflows in medical diagnostics.
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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