AI is Eating Data Science
KDnuggets
MAY 24, 2023
When it's all said and done, and AI has been universally recognized as our rightful overlords, the idea of data science as a standalone field will have been but a blip on our collective radar.
May, 2023
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Close the Data Gap
insideBIGDATA
MAY 19, 2023
In this contributed article, Sangeeta Krishnan highlights how a data gap refers to missing data about a particular area of interest. Data gaps are a problem for organizations of all sizes. They can be costly, frustrating and time consuming to fix. But with the right strategies and tools, you can identify where the problems lie and implement effective changes.
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5 newer data science tools you should be using with Python
MAY 17, 2023
Python's rich ecosystem of data science tools is a big draw for users.
Chatbot Evolution: ChatGPT Vs. Rule-based
Analytics Vidhya
MAY 1, 2023
Introduction Chatbots have become an integral part of the digital landscape, revolutionizing the way businesses interact with their customers. From customer service to sales, virtual assistants to voice assistants, chatbot evolution has taken place in everyday lives and in the way companies communicate with their users. The technological capabilities of chatbots have improved over time, […] The post Chatbot Evolution: ChatGPT Vs.
What’s New in Apache Airflow® 3.0—And How Will It Reshape Your Data Workflows?
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.
Mastering data visualization: Simplifying complex data for better insights
Data Science Dojo
MAY 29, 2023
Unlock the full potential of your data with the power of data visualization! Go through this blog and discover why visualizations are crucial in Data Science and explore the most effective and game-changing types of visualizations that will revolutionize the way you interpret and extract insights from your data. Get ready to take your data analysis skills to the next level!
What are Large Language Models
Machine Learning Mastery
MAY 18, 2023
Last Updated on May 19, 2023 Large language models (LLMs) are recent advances in deep learning models to work on human languages. Some great use case of LLMs has been demonstrated. A large language model is a trained deep-learning model that understands and generates text in a human-like fashion. Behind the scene, it is a […] The post What are Large Language Models appeared first on MachineLearningMastery.com.
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Video Highlights: Introduction to Explainable AI
insideBIGDATA
MAY 12, 2023
Responsible AI is reaching new heights these days. Companies have started exploring Explainable AI as a means to explain the results better to senior leadership and increase their trust in AI Algorithms. This workshop presentation, conducted by Supreet Kaur, Assistant Vice President at Morgan Stanley, will entail an overview of this area, importance of it in today’s era, and some of the practical techniques that you can use to implement it.
Announcing the General Availability of Databricks SQL Serverless !
databricks
MAY 18, 2023
Today, we are thrilled to announce that serverless compute for Databricks SQL is Generally Available on AWS and Azure! Databricks SQL (DB SQL).
Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison
Analytics Vidhya
MAY 11, 2023
Introduction As artificial intelligence and machine learning continue to evolve at a rapid pace, we find ourselves in a world where chatbots are becoming increasingly commonplace. Google recently made headlines with the release of Bard, its language model for dialogue applications (LaMDA). It is said to be trained to have more natural and open-ended conversations […] The post Chatgpt-4 v/s Google Bard: A Head-to-Head Comparison appeared first on Analytics Vidhya.
The mystery of indexing – A guide to different types of indexes in Python
Data Science Dojo
MAY 3, 2023
Most Data Science enthusiasts know how to write queries and fetch data from SQL but find they may find the concept of indexing to be intimidating. This blog will aim to clear concepts of how this additional tool can help you efficiently access data, especially when there are clear patterns involved. Having a good understanding of indexing techniques will help you with making better design decisions and performance optimizations for your system.
Agent Tooling: Connecting AI to Your Tools, Systems & Data
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.
What Are Zero-Shot Prompting and Few-Shot Prompting
Machine Learning Mastery
MAY 22, 2023
In the literature on language models, you will often encounter the terms “zero-shot prompting” and “few-shot prompting.” It is important to understand how a large language model generates an output. In this post, you will learn: What is zero-shot and few-shot prompting? How to experiment with them in GPT4All Let’s get started.
Bark: The Ultimate Audio Generation Model
KDnuggets
MAY 2, 2023
Bark is a versatile audio generation model that supports multi-language, music, voice cloning, and speaker prompts audio generation.
Heard on the Street – 5/3/2023
insideBIGDATA
MAY 3, 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.
Welcoming bit.io to Databricks: Investing in the Developer Experience
databricks
MAY 30, 2023
We are excited to announce that bit.io is joining Databricks. At Databricks, we’ve always been focused on empowering organizations to solve their toughest p.
How to Modernize Manufacturing Without Losing Control
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
How OpenAI Lost Half a Billion Dollars Due to ChatGPT?
Analytics Vidhya
MAY 9, 2023
Following claims of massive losses sustained in building their most recent product, ChatGPT, OpenAI, the AI research firm co-founded by tech titans like Elon Musk and Sam Altman, is making headlines. According to a recent story by The Information, the development of this technology apparently came at a high cost, with losses almost doubling to […] The post How OpenAI Lost Half a Billion Dollars Due to ChatGPT?
Data science in marketing: Mastering 7 strategies to leverage the power of data
Data Science Dojo
MAY 31, 2023
Data science in marketing is a game-changer. It allows businesses to unlock the potential of their data and make data-driven decisions that drive growth and success. By harnessing the power of data science, marketers can gain a competitive edge in today’s fast-paced digital landscape. It’s safe to say that data science is a powerful tool that can help businesses make more informed decisions and improve their marketing efforts.
Activation Functions in PyTorch
Machine Learning Mastery
MAY 2, 2023
Last Updated on May 3, 2023 As neural networks become increasingly popular in the field of machine learning, it is important to understand the role that activation functions play in their implementation. In this article, you’ll explore the concept of activation functions that are applied to the output of each neuron in a neural network […] The post Activation Functions in PyTorch appeared first on MachineLearningMastery.com.
What is K-Means Clustering and How Does its Algorithm Work?
KDnuggets
MAY 2, 2023
In this article, we’ll cover what K-Means clustering is, how the algorithm works, choosing K, and a brief mention of its applications.
Automation, Evolved: Your New Playbook for Smarter Knowledge Work
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.
Top Data Science Ph.D. Dissertations (2019-2020)
insideBIGDATA
MAY 10, 2023
The American Mathematical Society (AMS) recently published in its Notices monthly journal a long list of all the doctoral degrees conferred from July 1, 2019 to June 30, 2020 for mathematics and statistics. The degrees come from 242 departments in 186 universities in the U.S.
ÀI La Mode, ThoughtSpot Aims To Define ‘Modern’ Data Experiences
Adrian Bridgwater for Forbes
MAY 9, 2023
The prehistoric dawn of our first business and scientific data analytics practices saw us crunch data streams in overnight batch processing workloads and deliver results to what we used to call Business Intelligence (BI) suites, often outputting results to clunky Excel files or - when times got b.
OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level
Analytics Vidhya
MAY 13, 2023
In recent news, OpenAI has been working on a groundbreaking tool to interpret an AI model’s behavior at every neuron level. Large language models (LLMs) such as OpenAI’s ChatGPT are often called black boxes. Even data scientists have trouble explaining why a model responds in a particular manner, leading to inventing facts out of nowhere. […] The post OpenAI’s New Tool Explains Behavior of Language Model At Every Neuron Level appeared first on Analytics Vidhya.
Navigate your way to success – Top 10 data science careers to pursue in 2023
Data Science Dojo
MAY 10, 2023
Navigating the realm of data science careers is no longer a tedious task. In the current landscape, data science has emerged as the lifeblood of organizations seeking to gain a competitive edge. As the volume and complexity of data continue to surge, the demand for skilled professionals who can derive meaningful insights from this wealth of information has skyrocketed.
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?
How Lakehouse powers NLP for Customer Service Analytics in Insurance
databricks
MAY 12, 2023
Download the Databricks Insurance NLP Solution Accelerator Introduction The current economic and social climate has redefined customer expectations and preferences. Society has been.
Breaking Down AutoGPT
KDnuggets
MAY 16, 2023
AutoGPT has taken the world by storm and has even surpassed ChatGPT itself. So, get ready to dive into the exciting world of Auto-GPT.
“Above the Trend Line” – Your Industry Rumor Central for 5/22/2023
insideBIGDATA
MAY 22, 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.
Writing an Essay with ChatGPT
Machine Learning Mastery
MAY 26, 2023
Last Updated on May 28, 2023 ChatGPT is a language model that you can use by talking to it. A language model in such a scale can naturally produce fluent text that is difficult to tell apart from work by humans. If you want to use it for a task, you will likely still need […] The post Writing an Essay with ChatGPT appeared first on MachineLearningMastery.com.
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.
How to Detect and Handle Deepfakes in the Age of AI?
Analytics Vidhya
MAY 4, 2023
Artificial intelligence (AI) has brought many advancements in creating media content nearly indistinguishable from that produced by humans. However, while this technology opens up new possibilities for creativity and innovation, it also poses a significant threat: deepfakes. AI can create manipulated images, videos, or audio files known as deepfakes that can be challenging to identify […] The post How to Detect and Handle Deepfakes in the Age of AI?
5 essential machine learning practices every data scientist should know
Data Science Dojo
MAY 24, 2023
Machine learning practices are the guiding principles that transform raw data into powerful insights. By following best practices in algorithm selection, data preprocessing, model evaluation, and deployment, we unlock the true potential of machine learning and pave the way for innovation and success. In this blog, we focus on machine learning practices—the essential steps that unlock the potential of this transformative technology.
Welcome Okera: Adopting an AI-centric approach to governance
databricks
MAY 3, 2023
For a decade, Databricks has focused on democratizing data and AI for organizations around the world. And since the debut of ChatGPT last.
HuggingGPT: The Secret Weapon to Solve Complex AI Tasks
KDnuggets
MAY 1, 2023
Get ready to discover the next big thing in AI with HuggingGPT. Read this article to develop an understanding of how it works and how it handles complex AI tasks.
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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