Analytics Vidhya
AUGUST 8, 2024
Introduction Envision a reality where data is not just an array of figures but a tool that serves as the blueprint for all management decisions. In this ever-changing environment, the data analyst becomes crucial. They convert raw data into usable analysis. This analysis can be used to optimize organizational strategy and processes. As technology progresses […] The post Future of Data Analyst appeared first on Analytics Vidhya.
David Menninger's Analyst Perspectives
AUGUST 1, 2024
Having just completed our AI Platforms Buyers Guide assessment of 25 different software providers, I was surprised to see how few provided robust AI governance capabilities. As I’ve written previously , data governance has changed dramatically over the last decade, with nearly twice as many enterprises (71% v. 38%) implementing data governance policies during that time.
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O'Reilly on Data
AUGUST 13, 2024
Over the years, many of us have become accustomed to letting computers do our thinking for us. “That’s what the computer says” is a refrain in many bad customer service interactions. “That’s what the data says” is a variation—“the data” doesn’t say much if you don’t know how it was collected and how the data analysis was performed. “That’s what GPS says”—well, GPS is usually right, but I have seen GPS systems tell me to go the wrong way down a one-way street.
DataKitchen
AUGUST 8, 2024
Enjoy the videos and music you love, upload original content, and share it all with friends, family, and the world on YouTube.
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
KDnuggets
AUGUST 9, 2024
Optimize LLM performance and scalability using techniques like prompt engineering, retrieval augmentation, fine-tuning, model pruning, quantization, distillation, load balancing, sharding, and caching.
CIO Business Intelligence
AUGUST 19, 2024
AI’s long-term impact on the job market has sparked controversy and conversation — especially in tech. Whether AI is set to replace workers, augment jobs, or shift the necessary skillsets entirely , organizations — and IT pros alike — need to be prepared for an impending shift in how IT roles will be defined in the AI era and what skills will be needed going forward.
Data Leaders Brief brings together the best content for data, strategy, and BI professionals from the widest variety of industry thought leaders.
AWS Big Data
AUGUST 8, 2024
This post is co-written with Nofar Diamant and Matan Safri from AppsFlyer. AppsFlyer develops a leading measurement solution focused on privacy, which enables marketers to gauge the effectiveness of their marketing activities and integrates them with the broader marketing world, managing a vast volume of 100 billion events every day. AppsFlyer empowers digital marketers to precisely identify and allocate credit to the various consumer interactions that lead up to an app installation, utilizing i
Analytics Vidhya
AUGUST 7, 2024
Introduction As someone deeply passionate about the intersection of technology and education, I am thrilled to share that the Indian Space Research Organisation (ISRO) is offering an incredible opportunity for students interested in artificial intelligence (AI) and machine learning (ML). From August 19 to 23, ISRO will conduct a free, comprehensive online course designed to […] The post How to Enroll for 5 Days ISRO AI Free Courses?
Analytics Vidhya
AUGUST 23, 2024
Introduction Artificial Intelligence has seen remarkable advancements in recent years, particularly in natural language processing. Among the numerous AI language models, two have garnered significant attention: ChatGPT-4 and Llama 3.1. Both are designed to understand and generate human-like text, making them valuable tools for various applications, from customer support to content creation.
Analytics Vidhya
AUGUST 3, 2024
Introduction In Artificial Intelligence, Understanding the underlying workings of language models has proven to be significant and difficult. Google has made a significant step forward in tackling this issue by releasing Gemma Scope, a comprehensive package of tools to assist researchers in peering inside the “black box” of AI language models.
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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?
Analytics Vidhya
AUGUST 28, 2024
Introduction AdalFlow, founded by Li Yin, was created to bridge the gap between Retrieval-Augmented Generation (RAG) research and product development. While both communities use PyTorch, existing frameworks either lack real-world flexibility or are too complex for research. AdalFlow provides a unified library with strong string processing, flexible tools, multiple output formats, and model monitoring like […] The post Optimizing LLM Tasks with AdalFlow: Achieving Efficiency with Minimal Ab
Analytics Vidhya
AUGUST 26, 2024
Introduction It could be challenging to prepare for an AI job interview due to the vast nature of the field and the wide variety of knowledge and abilities needed. The expansion of the AI industry corresponds with a growing requirement for qualified workers. Preparing for an AI job interview requires having a thorough understanding of […] The post How to Prepare for an AI Job Interview?
Analytics Vidhya
AUGUST 21, 2024
Introduction You’ve probably interacted with AI models like ChatGPT, Claude, and Gemini for various tasks – answering questions, generating creative content, or assisting with research. But did you know these are examples of large language models (LLMs)? These powerful AI systems are trained on enormous text datasets, enabling them to understand and produce text that […] The post Is Hallucination in Large Language Models (LLMs) Inevitable?
Analytics Vidhya
AUGUST 20, 2024
Introduction Technology has given us a sense of imagining our world where machines can even identify our preferences and anticipate the things that we need along with analyzing past interactions to deliver better output. The future depicted in this world is not the future; it is the present, facilitated by Artificial Intelligence. From the virtual […] The post How Does AI Work?
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📌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.
Analytics Vidhya
AUGUST 19, 2024
Introduction Suppose you are a developer expected to carry out testing on a large web application. It is impossible to go through each feature and all the interactions one by one which may take days or even weeks. Enter Selenium, the game changing tool which automates web browser interaction and thus is more efficient when […] The post A Comprehensive Guide to Selenium with Python appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 15, 2024
Introduction Natural Language Processing (NLP) is the process through which a computer understands natural language. The recent progress in NLP forms the foundation of the new generation of generative AI chatbots. NLP architecture has a multifaceted role in the modern chatbot. It enables these chatbots to understand the natural language prompts you give and helps […] The post The Role of Natural Language Processing (NLP) in Modern Chatbots appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 14, 2024
Introduction Suppose there is a farmer who daily observes the progress of crops in several weeks. He looks at the growth rates and begins to ponder about how much more taller his plants could grow in another few weeks. From the existing data, he makes an approximate forecast of further increase. This operation of assuming […] The post A Comprehensive Guide to Extrapolation appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 11, 2024
Introduction As the availability and importance of information as a robust asset increases in the modern global economy, it becomes essential to represent the information appropriately, especially to audiences with a non-technical background. Visualizations close the gap between big data and a more understandable realization of the data provided. Microsoft’s Power BI tool is an […] The post Most Used 10 Power BI Charts appeared first on Analytics Vidhya.
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.
Analytics Vidhya
AUGUST 11, 2024
Introduction Algorithms and data structures are the foundational elements that can also efficiently support the software development process in programming. Python, an easy-to-code language, has many features like a list, dictionary, and set, which are built-in data structures for the Python language. However, the wizards are unleashed by applying the algorithms in these structures.
Analytics Vidhya
AUGUST 13, 2024
Introduction Statistics is a cornerstone of data science, machine learning, and many analytical domains. Mastering it can significantly enhance your ability to interpret data and make informed decisions. GitHub hosts numerous repositories that are excellent resources for anyone looking to deepen their statistical knowledge. This looks at the top 10 GitHub repositories that can help […] The post Top 10 GitHub Repositories to Master Statistics appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 22, 2024
(SAMPLE) How Generative AI is Revolutionizing Software Development? Introduction Welcome to the future of software development! Generative AI (GenAI) has evolved from a mere buzzword into a powerful force that is fundamentally changing how we create software. No longer limited to theoretical concepts, GenAI is now at the forefront of innovation, automating tasks, generating code, […] The post (SAMPLE) How Generative AI is Revolutionizing Software Development?
Analytics Vidhya
AUGUST 7, 2024
Introduction Everyone knows how popular roast videos are on YouTube, but have you ever been roasted by an AI? Today, I dove headfirst into the world of AI Wordware Roast, and let me tell you, it was a hilarious, ego-shattering experience. It is like a virtual stand-up comedian with the wit of a seasoned comic […] The post Today, I Tried Wordware AI Roast, and It is Hilarious appeared first on Analytics Vidhya.
Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali
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.
Analytics Vidhya
AUGUST 18, 2024
Introduction We have said au revoir to the Olympic Games Paris 2024, and the next will be held after 4 years, but the development by Google DeepMind may signal a new era in sports and robotics development. I recently came across a fascinating research paper (Achieving Human-Level Competitive Robot Table Tennis) by Google DeepMind that […] The post Will this Google Deepmind Robot Play Table Tennis in the 2028 Olympics?
Analytics Vidhya
AUGUST 20, 2024
Introduction Interaction terms are incorporated in regression modelling to capture the effect of two or more independent variables in the dependent variable. At times, it is not just the simple relationship between the control variables and the target variable that is under investigation, interaction terms can be quite helpful at these moments. These are also […] The post A Guide to Understanding Interaction Terms appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 16, 2024
Introduction In business, financial analysis and reporting are critical for strategic decision-making and operational oversight. These processes provide senior management and stakeholders with key insights into a company’s performance, financial health, and future prospects. Traditionally, financial reporting and analysis have been time-consuming, requiring expertise to interpret complex data and generate actionable business intelligence.
Analytics Vidhya
AUGUST 15, 2024
Introduction Let me refresh the controversy of Gemini’s post on Prime Minister Narendra Modi. Gemini AI’s reply to a query, ‘Is Modi a fascist?’ sparked a debate on how we must control the spread of AI misinformation in this sensitive ecosystem. But here we go again… After OpenAI’s Sora, Kling AI, and another image generator, now Grok […] The post Elon Musk’s Grok 2: The Unfiltered Image Generator Knows No Boundaries appeared first on Analytics Vidhya.
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.
Analytics Vidhya
AUGUST 9, 2024
Introduction Have you ever spent hours perfecting a spreadsheet, only to worry that someone else might unintentionally (or intentionally!) mess with your carefully crafted data? I’ve been there, and it’s not a fun place to be. Excel is an incredibly powerful tool that many of us rely on for everything from simple lists to complex […] The post A Guide to Locking Cells and Securing Your Data in Excel appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 15, 2024
Introduction Imagine you and your team are sitting with a huge set of data coming from different sources. It may not be easy to incorporate, sort and analyze such information for presentation purposes to be meaningful. It is at this juncture that Power BI Semantic Models are useful. They also work in the capacity of […] The post What are Power BI Semantic Models?
Analytics Vidhya
AUGUST 8, 2024
Introduction Think about it like you’re solving a puzzle where each of those SQL queries is a part of the image and you are trying to get the complete picture out of it. Here are the practices described in this guide that teach you how to read and write SQL queries. Whether you are reading […] The post Guide to Read and Write SQL Queries appeared first on Analytics Vidhya.
Analytics Vidhya
AUGUST 10, 2024
Introduction Wow, it’s that time of the year again—placement season! Are you experiencing a sense of being trapped or feeling inundated while trying to find your way to your ideal data science job? Do not fret; you are not by yourself. Securing that ideal position may seem overwhelming, but using the right strategy can leave […] The post Tips and Tricks to Crack Campus Placement in Data Science appeared first on Analytics Vidhya.
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Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
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