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.
Machine Learning Mastery
JULY 5, 2024
Feature engineering is an important step in the machine learning pipeline. It is the process of transforming data in its native format into meaningful features to help the machine learning model learn better from the data. If done right, feature engineering can significantly enhance the performance of machine learning algorithms. Beyond the basics of understanding […] The post Tips for Effective Feature Engineering in Machine Learning appeared first on MachineLearningMastery.com.
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KDnuggets
JULY 2, 2024
Learn SQL, Python, statistics, mathematics, and data analysis—everything you need to learn before you start the journey of becoming a professional data scientist.
databricks
JULY 2, 2024
Databricks announced the public preview of Mosaic AI Agent Framework & Agent Evaluation alongside our Generative AI Cookbook at the Data + AI.
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The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.
Hacker News
JULY 7, 2024
The two women and two men spent the last 378 days in Houston's Mars Dune Alpha habitat, designed to mimic Red Planet conditions. They spent the year conducting "Marswalks" and operating under "additional stressors.
Analytics Vidhya
JUNE 30, 2024
Introduction This article covers the creation of a multilingual chatbot for multilingual areas like India, utilizing large language models. The system improves consumer reach and personalization by using LLMs to translate questions between local languages and English. We go over the architecture, implementation specifics, advantages, and required actions.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Machine Learning Mastery
JULY 2, 2024
Using machine learning to solve real-world problems is exciting. But most eager beginners jump straight to model building—overlooking the fundamentals—resulting in models that aren’t very helpful. From understanding the data to choosing the best machine learning model for the problem, there are some common mistakes that beginners often tend to make.
Explosion
JULY 3, 2024
Large language models have significantly transformed the field of artificial intelligence. The fundamental innovation behind this change is surprisingly straightforward: make the models a lot bigger. With each new iteration, the capabilities of these models expand, prompting a critical question: Are we moving toward a black box era where AI is controlled by a few tech monopolies?
Hacker News
JULY 6, 2024
This article is part of our exclusive IEEE Journal Watch series in partnership with IEEE Xplore. Programmers have spent decades writing code for AI models, and now, in a full circle moment, AI is being used to write code. But how does an AI code generator compare to a human programmer? A study published in the June issue of IEEE Transactions on Software Engineering evaluated the code produced by OpenAI’s ChatGPT in terms of functionality, complexity and security.
Analytics Vidhya
JULY 5, 2024
Introduction In relational databases, where data is meticulously organized in tables, understanding their structure is essential. SQL’s DESCRIBE (or DESC in some database systems) command gives you to become a data detective, peering into the internal makeup of your tables and extracting valuable information. Overview What is DESCRIBE? DESCRIBE is a non-destructive statement used to […] The post SQL DESCRIBE: Unveiling the Secrets of Your Tables appeared first on Analytics Vidhya.
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Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.
KDnuggets
JULY 4, 2024
So you want to become a software developer? Start coding your way through these free certifications today.
IBM Journey to AI blog
JULY 5, 2024
Finance leaders are no strangers to the complexities and challenges that come with driving business growth. From navigating the intricacies of enterprise-wide digitization to adapting to shifting customer spending habits, the responsibilities of a CFO have never been more multifaceted. Amidst this complexity lies an opportunity. CFOs can harness the transformative power of generative AI (gen AI) to revolutionize finance operations and unlock new levels of efficiency, accuracy and insights.
SAS Software
JULY 2, 2024
US Space Force, US Space Command and industry pros explore how new technologies can be a force multiplier in space operations. Spoiler alert: The sky is not the limit. More than 300 US military, government civilian and industry professionals landed at SAS world headquarters June 25-26 for Cognitive Space Operations [.
Hacker News
JULY 7, 2024
Apple will reportedly use a more advanced SoIC packaging technology for its M5 chips, as part of a two-pronged strategy to meet its growing need for.
Speaker: Ketan Jahagirdar
Picture your projects as patients, each with its own unique rhythm and pulse, thriving under your care 🥼 🩺 Step into the role of an innovative project doctor in our upcoming webinar! This session is your guide to evaluating the health of your projects through Waterfall and Agile practices like Scrum and Kanban. We’ll explore the vital signs of project success through the lens of the “iron triangle” metrics, using deliverables as tracers.
Analytics Vidhya
JULY 2, 2024
Introduction In the rapidly evolving field of Generative AI, powerful models only do through prompting by humans until agents come, it’s like models are brains and agents are limbs, so, agentic workflow is introduced to do tasks autonomously using agents leveraging GenAI model. In the world of AI development agents are the future because agents […] The post Exploring Microsoft’s AutoGen Framework for Agentic Workflow appeared first on Analytics Vidhya.
KDnuggets
JULY 1, 2024
Let's take a look at how to navigate the Unix/Linux filesystem using bash.
Dataversity
JULY 1, 2024
Hello! I’m Mark Horseman, and welcome to The Cool Kids Corner. This is my monthly check-in to share with you the people and ideas I encounter as a data evangelist with DATAVERSITY. This month we’re talking about Non-Invasive Data Governance (NIDG). If I haven’t already given it away, our featured Cool Kid is none other […] The post The Cool Kids Corner: Non-Invasive Data Governance appeared first on DATAVERSITY.
Towards AI
JULY 3, 2024
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, researchers from top research labs, companies, and universities publish exciting breakthroughs in various topics such as diffusion models, vision language models, image editing and generation, video processing and generation, and image recognition.
Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage
Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr
Hacker News
JULY 5, 2024
It’s an unfortunate irony that while many regions struggle to find enough water, there’s trillions of liters of the stuff floating around in the air everywhere. A new water harvester design from MIT can pull enough fresh water out of the air to meet the daily needs of several people.
Analytics Vidhya
JULY 2, 2024
Introduction Nominal data is one of the most fundamental types of data in data analysis. Identifying and interpreting it is essential in many fields, including statistics, computer science, psychology, and marketing. This article examines nominal data’s characteristics, applications, and differences from other data types. Overview What is Nominal Data?
FlowingData
JULY 2, 2024
Last week marked 17 years running this small corner of the internet on data visualization. Thank you to FlowingData members , past and present. Thanks for reading. This site doesn’t exist without any of you. It doesn’t feel like it’s been that long, but it’s also hard to remember when I wasn’t working on FlowingData. While writing the second edition of Visualize This , I was reminded of how visualization changed over the years.
AWS Machine Learning Blog
JULY 3, 2024
Knowledge Bases for Amazon Bedrock is a fully managed capability that helps you securely connect foundation models (FMs) in Amazon Bedrock to your company data using Retrieval Augmented Generation (RAG). This feature streamlines the entire RAG workflow, from ingestion to retrieval and prompt augmentation, eliminating the need for custom data source integrations and data flow management.
Speaker: Jason Tanner
While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.
Towards AI
JUNE 30, 2024
Last Updated on June 30, 2024 by Editorial Team Author(s): Milan Tamang Originally published on Towards AI. A step-by-step approach to build custom 8-bit quantizers from scratch using PyTorch and quantize facebook/opt-350m. Image by writer: MYQ (My Quantizer) quantizes the Facebook/opt-350 model and reduces the size by 54% Are you curious how popular quantizers such as BitsAndBytes, AWQ, and GGUF work under the hood?
Hacker News
JULY 6, 2024
Earlier this year we made a RISC-V Emulator for Ox64 BL808 SBC, thanks to our customised TinyEMU RISC-V Emulator. (Not the small flightless bird) Now that NuttX supports Sophgo SG2000 SoC: Let's create a similar emulator for Pine64 Oz64 SBC and Milk-V Duo S!
Analytics Vidhya
JULY 3, 2024
Introduction The rise of Retrieval-Augmented Generation (RAG) and Knowledge Graphs has revolutionized how we interact with complex data sets by providing a structured, interconnected representation of information. Knowledge Graphs, such as those used in Neo4j, facilitate the querying and visualization of relationships within data. However, translating natural language into structured query languages like Cypher remains […] The post Finetuning Phi-Medium to Generate Cypher Query from Text a
FlowingData
JULY 2, 2024
In a different take on showing the scale of very tiny things, Epic Spaceman starts at human size and shrinks down ten times every 21 seconds.
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In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.
AWS Machine Learning Blog
JULY 2, 2024
In November 2023, we announced Knowledge Bases for Amazon Bedrock as generally available. Knowledge bases allow Amazon Bedrock users to unlock the full potential of Retrieval Augmented Generation (RAG) by seamlessly integrating their company data into the language model’s generation process. This feature allows organizations to harness the power of large language models (LLMs) while making sure that the generated responses are tailored to their specific domain knowledge, regulations, and busines
Towards AI
JULY 5, 2024
Last Updated on July 5, 2024 by Editorial Team Author(s): Christian Guerra Originally published on Towards AI. This publication is meant to show a very popular ML algorithm in complete detail, how it works, the math behind it, how to execute it in Python and an explanation of the proofs of the original paper. There will be math and code, but it is written in a way that allows you to decide which are the fun parts.
Hacker News
JULY 5, 2024
ITER, a $28 billion fusion reactor in France, has finally had its last magnetic coil installed. But the reactor itself won't fire up fully until 2039 at the earliest.
Analytics Vidhya
JULY 2, 2024
Introduction Have you ever been fooled by statistics? Simpson’s paradox shows how analyzing data in total can obscure important trends. We can uncover hidden factors that reverse or eliminate relationships by breaking down information. This short guide will equip you to avoid being misled by aggregated data and ensure you see the whole picture.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
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