May, 2024

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Cyber resilience: A business imperative CIOs must get right

CIO Business Intelligence

With ransomware at an all-time high, companies need to understand that being cyber resilient means going beyond compliance to considering all aspects of a business, from operational continuity to software supply chain security.

Software 140
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How to Move Generative AI Applications to Production?

Analytics Vidhya

Introduction Deploying generative AI applications, such as large language models (LLMs) like GPT-4, Claude, and Gemini, represents a monumental shift in technology, offering transformative capabilities in text and code creation. The sophisticated functions of these powerful models have the potential to revolutionise various industries, but achieving their full potential in production situations presents a challenging […] The post How to Move Generative AI Applications to Production?

Modeling 366
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Where to Go Next in Your Data Career

KDnuggets

We are all looking for the right opportunities in our career. In the landscape of data-related careers, the roles can be grouped into classes, and future opportunities tend to follow natural migration paths between the class groups.

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Breaking barriers in geospatial: Amazon Redshift, CARTO, and H3

AWS Big Data

This post is co-written with Javier de la Torre from CARTO. In this post, we discuss how Amazon Redshift spatial index functions such as Hexagonal hierarchical geospatial indexing system (or H3) can be used to represent spatial data using H3 indexing for fast spatial lookups at scale. Navigating the vast landscape of data-driven insights has always been an exciting endeavor.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Join us at the Iceberg Summit 2024

Cloudera

Apache Iceberg is vital to the work we do and the experience that the Cloudera platform delivers to our customers. Iceberg, a high-performance open-source format for huge analytic tables, delivers the reliability and simplicity of SQL tables to big data while allowing for multiple engines like Spark, Flink, Trino, Presto, Hive, and Impala to work with the same tables, all at the same time.

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Gen AI Helps Developers Automate Writing Coding

Smart Data Collective

Automate coding tasks with Gen AI - the ultimate tool for developers to streamline writing and enhance productivity.

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Building Reliable Agent using Advanced Rag Techniques, LangGraph, and Cohere LLM

Analytics Vidhya

Introduction LLM Agents play an increasingly important role in the generative landscape as reasoning engines. But most of the agents have the shortcomings of failing or going into hallucinations. However, agents face formidable challenges within Large Language Models (LLMs), including context understanding, coherence maintenance, and dynamic adaptability.

Modeling 363
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5 Free University Courses to Learn Machine Learning

KDnuggets

Want to learn machine learning from the best of resources? Check out these free machine learning courses from the top universities of the world.

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Implement a full stack serverless search application using AWS Amplify, Amazon Cognito, Amazon API Gateway, AWS Lambda, and Amazon OpenSearch Serverless

AWS Big Data

Designing a full stack search application requires addressing numerous challenges to provide a smooth and effective user experience. This encompasses tasks such as integrating diverse data from various sources with distinct formats and structures, optimizing the user experience for performance and security, providing multilingual support, and optimizing for cost, operations, and reliability.

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15+ Github Machine Learning Repositories for Data Scientists

Analytics Vidhya

Introduction If I had to pick one platform that has single-handedly kept me up-to-date with the latest developments in data science and machine learning – it would be GitHub. The sheer scale of GitHub, combined with the power of super data scientists from all over the globe, make it a must-use platform for anyone interested […] The post 15+ Github Machine Learning Repositories for Data Scientists appeared first on Analytics Vidhya.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap : Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes : Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

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Simplifying Document Parsing: Extracting Embedded Objects with LlamaParse

Analytics Vidhya

Introduction LlamaParse is a document parsing library developed by Llama Index to efficiently and effectively parse documents such as PDFs, PPTs, etc. Creating RAG applications on top of PDF documents presents a significant challenge many of us face, specifically with the complex task of parsing embedded objects such as tables, figures, etc. The nature of […] The post Simplifying Document Parsing: Extracting Embedded Objects with LlamaParse appeared first on Analytics Vidhya.

Analytics 339
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How to Learn Python? [Step-by Step Guide]

Analytics Vidhya

Introduction Acquiring knowledge Python provides a variety of options for programmers, regardless of skill level. It is rewarding and pleasant with its simple syntax and large library ecosystem. You can make a lot of different kinds of applications with Python, from simple python code to difficult software packages. This guide provides resources, pointers, and guidance […] The post How to Learn Python?

Software 342
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How to Build a ML Model in 1 Minute using ChatGPT

Analytics Vidhya

Introduction Machine learning (ML) has become a game-changer across industries, but its complexity can be intimidating. This article explores how to use ChatGPT to build machine learning models. We’ll look into how ChatGPT can assist in various stages of model creation, from data preparation to training and evaluation, all through an intuitive conversational interface.

Modeling 328
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Stability AI Launches Stable Artisan with New Image Generation and Editing Tools

Analytics Vidhya

Stability AI has unveiled Stable Artisan, a new addition to its Discord channel, enabling seamless media generation and editing. This innovative Discord bot integrates cutting-edge AI models, empowering users to craft high-quality images and videos effortlessly. Let’s delve into the game-changing features and functionalities of Stable Artisan.

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Finetuning Llama 3 with Odds Ratio Preference Optimization

Analytics Vidhya

Introduction Large Language Models are often trained rather than built, requiring multiple steps to perform well. These steps, including Supervised Fine Tuning (SFT) and Preference Alignment, are crucial for learning new things and aligning with human responses. However, each step takes a significant amount of time and computing resources. One solution is the Odd Ratio […] The post Finetuning Llama 3 with Odds Ratio Preference Optimization appeared first on Analytics Vidhya.

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30 Quick Numpy Tips and Tricks for Beginners

Analytics Vidhya

Introduction This guide focuses on mastering Python and NumPy, a powerful library for numerical computing. It offers 30 tips and tricks to enhance coding skills, covering foundational matrix operations and advanced statistical analysis techniques. Practical examples accompany each tip, allowing users to navigate complex data manipulations and scientific computations.

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Here’s How You Can Fine-tune Llama 2 with Unsloth  

Analytics Vidhya

Introduction Training and fine-tuning language models can be complex, especially when aiming for efficiency and effectiveness. One effective approach involves using parameter-efficient fine-tuning techniques like low-rank adaptation (LoRA) combined with instruction fine-tuning. This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology.

Modeling 329
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AlphaFold 3 Will Change the Biological World and Drug Discovery

Analytics Vidhya

Introduction Have you ever wondered what makes life tick? Well, you’d better hold onto your hats because I am introducing a cool new AI – AlphaFold 3 – that will take you on a crazy ride that unveils a thrilling world of microscopic building blocks responsible for everything and anything around us! Brought to you […] The post AlphaFold 3 Will Change the Biological World and Drug Discovery appeared first on Analytics Vidhya.

Analytics 326
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Footprints of AI: Read This Before Working on Massive AI Models

Analytics Vidhya

Introduction AI has shaken up the world with GenAI, self-learning robots, and whatnot! But with the boon, bane comes complementary…the AI strides, its power vast and its potential great, yet within its circuits lie shadows of concern. You might have heard about the world’s first humanoid robot, Sophia, who answered affirmatively to destroy humanity in […] The post Footprints of AI: Read This Before Working on Massive AI Models appeared first on Analytics Vidhya.

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10 Innovative Uses of Meta AI for Everyday Tasks

Analytics Vidhya

Introduction Meta AI provides a wide array of functions designed to enhance communication, efficiency, and creativity across various fields. These functions range from answering queries and generating text to translating languages and creating images. This article highlights 10 uses of Meta AI, showcasing its potential to transform the way we use AI chatbots for everyday […] The post 10 Innovative Uses of Meta AI for Everyday Tasks appeared first on Analytics Vidhya.

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How to Easily Learn Any Language Using AI

Analytics Vidhya

Introduction Language learning platforms have comprehensively transformed the learning environment over the past few years. This has been possible because of the latest AI technology. The old days of strict classrooms and textbooks that remained the same are over. Students now have the opportunity to participate in dynamic and individualized language learning experiences designed for […] The post How to Easily Learn Any Language Using AI appeared first on Analytics Vidhya.

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Google DeepMind’s New AI Model Can Create Life!

Analytics Vidhya

Google DeepMind has just unveiled AlphaFold 3, a revolutionary AI model redefining biomolecular modeling. Unlike its predecessors, AlphaFold 3 extends its modeling skills beyond proteins. This new model is capable of generating DNA, RNA, and smaller molecules known as ligands. Its breakthrough technology promises to accelerate advancements across various scientific disciplines.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

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6 Free Courses on MLOps Offered by Google

Analytics Vidhya

Introduction Do you know, that you can automate machine learning (ML) deployments and workflow? Yes, you heard it right. This can be done using Machine Learning Operations (MLOps), which are a set of rules and practices that simplify and automate ML deployments and workflows. Nowadays people are building AI and ML solutions that are solving […] The post 6 Free Courses on MLOps Offered by Google appeared first on Analytics Vidhya.

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Elon Musk’s Neuralink Confronts First Human Trial Malfunction

Analytics Vidhya

Neuralink’s Malfunction!!! In recent news, Elon Musk’s neural technology company, Neuralink, conducted its first human trial of a brain chip on a 29-year-old man named Noland Arbaugh. However, an unexpected malfunction occurred, prompting the company to rectify the issue and share the experience. Neuralink Malfunction and Rectification Neuralink’s brain-computer interface was intended to capture neural […] The post Elon Musk’s Neuralink Confronts First Human Trial Malfunc

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5 Best AI Chatbots to Increase Sales and Revenue in 2024

Analytics Vidhya

Introduction AI chatbots and assistants are transforming businesses across sectors these days by improving client relations and optimizing operations. They have become an indispensable part of the quickly changing digital sales landscape of 2024. These advanced tools are revolutionizing the way organizations interact with their customers by improving the effectiveness, speed, and quality of communications. […] The post 5 Best AI Chatbots to Increase Sales and Revenue in 2024 appeared first

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Microsoft Phi-3: From Language to Vision, this New AI Model is Transforming AI

Analytics Vidhya

Introduction Microsoft has pushed the boundaries with its latest AI offerings, the Phi-3 family of models. These compact yet mighty models were unveiled at the recent Microsoft Build 2024 conference and promise to deliver exceptional AI performance across diverse applications. The family includes the bite-sized Phi-3-mini, the slightly larger Phi-3-small, the midrange Phi-3-medium, and the […] The post Microsoft Phi-3: From Language to Vision, this New AI Model is Transforming AI appeared

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Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

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Meta’s Chameleon: A New Player in the Multimodal AI Race

Analytics Vidhya

News at a Glance Meta is making strides in artificial intelligence (AI) with a new multimodal LLM named Chameleon. This model, based on early-fusion architecture, promises to integrate different types of information better than its predecessors. With this move, Meta is positioning itself as a strong contender in the AI world. Also Read: Ray-Ban Meta […] The post Meta’s Chameleon: A New Player in the Multimodal AI Race appeared first on Analytics Vidhya.

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50+ Machine Learning Resources for Self Study in 2024

Analytics Vidhya

Introduction Are you following the trend or genuinely interested in Machine Learning? Either way, you will need the right resources to TRUST, LEARN and SUCCEED. If you are unable to find the right Machine Learning resource in 2024? We are here to help. Let’s reiterate the definition of Machine Learning… Machine learning is an exciting […] The post 50+ Machine Learning Resources for Self Study in 2024 appeared first on Analytics Vidhya.

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Build ATS Friendly Resume Using Overleaf and ChatGPT for Big 4s

Analytics Vidhya

Introduction Do you have the experience and skills to get your dream job in companies like Bain & Company, BCG, or McKinsey but cannot pass the screening process with your current resume? If yes, then you are not alone! Want to know why you are unable to pass the first hurdle? These companies automate resume […] The post Build ATS Friendly Resume Using Overleaf and ChatGPT for Big 4s appeared first on Analytics Vidhya.

Analytics 325
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How to Learn Artificial Intelligence?

Analytics Vidhya

Introduction Do you find the prospects of AI intriguing? Whatever your goal is, be it becoming a data scientist, machine learning engineer, AI researcher, or just being fascinated by the world of artificial intelligence, this guide is designed for you. In this in-depth article, you will find out the basics of learning AI from scratch, […] The post How to Learn Artificial Intelligence?

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Enhance Customer Value: Unleash Your Data’s Potential

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.