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Introduction This article explores violin plots, a powerful visualization tool that combines box plots with density plots. It explains how these plots can reveal patterns in data, making them useful for data scientists and machine learning practitioners. The guide provides insights and practical techniques to use violin plots, enabling informed decision-making and confident communication of […] The post Violin Plots: A Tool for Visualizing Data Distributions appeared first on Analytics Vid
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.
Introduction Passing a phone interview may be a criterion for consideration to the next stage of an interview for the next job. It is possibly the only occasion one gets to form a good impression on a prospective employer before the world but without the benefit of a face-to-face conversation. You can do this much […] The post Top 10 Telephonic Interview Tips appeared first on Analytics Vidhya.
I’ve changed my mind about artificial intelligence. It used to worry me. Now I can’t get enough of it soon enough. Why the change? Once upon a time, CRM was more than a software category. It was a philosophy of doing business, exemplified by the late, great grocer Sid Applebaum, who reportedly explained (I paraphrase), “Every time I watch a shopper leave one of my stores, I see them carrying $50,000 worth of groceries.
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
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.
The IDC CIO Sentiment Survey has consistently shown automation climbing the priority list since 2020. Indeed, according to the 2023 survey (September 2023), 71.1% of respondents said they were accelerating or continuing to invest in automation to replace part of the workforce, and 73.7% said it was to improve processes in the context of difficult economic conditions.
Introduction Large Language Models (LLMs) have demonstrated unparalleled capabilities in natural language processing, yet their substantial size and computational requirements hinder their deployment. Quantization, a technique to reduce model size and computational cost, has emerged as a critical solution. This paper provides a comprehensive overview of LLM quantization, delving into various quantization methods, their impact […] The post A Comprehensive Guide on LLM Quantization and Use C
Introduction Large Language Models (LLMs) have demonstrated unparalleled capabilities in natural language processing, yet their substantial size and computational requirements hinder their deployment. Quantization, a technique to reduce model size and computational cost, has emerged as a critical solution. This paper provides a comprehensive overview of LLM quantization, delving into various quantization methods, their impact […] The post A Comprehensive Guide on LLM Quantization and Use C
Sustainability is on the rise as a CIO imperative, with most CIOs now central to their organization’s increasing focus on sustainability planning — a trend that’s shaking up what technologies IT leaders are investing in and the vendors and partners they are signing deals with. More than nine in 10 CIOs are ramping up sustainability investments, according to the Logicalis Global CIO Report for 2024.
Introduction In the previous article, we discussed the comprehensive overview of the “Python Programming Language and its built-in Data Structure.” We have also discussed the importance of learning Python to stay relevant in today’s competitive data science market, where many people have already been laid off due to the automation of tasks and the rise […] The post Comprehensive Guide to Advanced Python Programming appeared first on Analytics Vidhya.
Like most modern CIOs, Sathish Muthukrishnan has seen the list of responsibilities for the top IT position expand; his title — chief information, data, and digital officer — reflects that expansion. As the IT chief at Ally Financial, and one of this year’s 10 CIO Hall of Fame inductees , Muthukrishnan says the position has evolved into one that is now “a strategic partner for the enterprise.
Introduction In this fast-changing landscape of AI, efficiency and scalability become paramount. Developers are actively reaching out to those models that provide high performance at a reduced cost with lower latency and better scalability. Enter Gemini Flash 1.5 a new release that retains all the great features of Gemini 1.1 and offers even better performance […] The post Building a Food Vision WebApp with Gemini Flash 1.5 Model and Flask appeared first on Analytics Vidhya.
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
The proposed $35-billion merger of chip design software giants Synopsys and Ansys is facing increased scrutiny from global regulators, with the UK’s Competition and Markets Authority (CMA) the latest to launch an investigation. The CMA has initiated an early-stage inquiry into the acquisition proposal, signaling potential regulatory hurdles ahead for the massive deal.
Introduction Let us dive into the fascinating world of mobile video recognition with “MoViNets Unleashed”! This blog takes you on an exploration of how MoViNets are transforming video analysis on mobile devices, combining cutting-edge techniques like neural architecture search, stream buffering, and temporal ensembling. Discover how these innovative models, built on the robust architectures, are […] The post Exploring MoViNets: Efficient Mobile Video Recognition appeared first
Artificial intelligence (AI) has upped the ante across all tech arenas, including one of the most traditional ones: data centers. Modern data centers are running hotter than ever – not just to manage ever-increasing processing demands, but also rising temperatures as the result of AI workloads, which sees no end in sight. Two out of three IT leaders expect AI spending to increase this year, making it a necessity to find new ways to cool data centers. [1] Liquid cooling is rapidly gaining tractio
Introduction On July 23rd, 2024, Meta released its latest flagship model, Llama 3.1 405B, along with smaller variants: Llama 3.1 70B and Llama 3.1 8B. This release came just three months after the introduction of Llama 3. While Llama 3.1 405B outperforms GPT-4 and Claude 3 Opus in most benchmarks, making it the most powerful […] The post Llama 3 vs Llama 3.1 : Which is Better for Your AI Products?
Savvy B2B marketers know that a great account-based marketing (ABM) strategy leads to higher ROI and sustainable growth. In this guide, we’ll cover: What makes for a successful ABM strategy? What are the key elements and capabilities of ABM that can make a real difference? How is AI changing workflows and driving functionality? This Martech Intelligence Report on Enterprise Account-Based Marketing examines the state of ABM in 2024 and what to consider when implementing ABM software.
Amazon DataZone has announced a set of new data governance capabilities—domain units and authorization policies—that enable you to create business unit-level or team-level organization and manage policies according to your business needs. With the addition of domain units, users can organize, create, search, and find data assets and projects associated with business units or teams.
According to EY , 96% of enterprises are planning to use AI in the next 12 months, compared to 43% today. Integrating AI and large language models (LLMs) into business operations unlocks new possibilities for innovation and efficiency, offering the opportunity to grow your top line revenue, and improve bottom line profitability. As with any new technology, however, security must be designed into the adoption of AI in order to minimize potential risks.
In today’s data-driven world, seamless integration and transformation of data across diverse sources into actionable insights is paramount. AWS Glue is a serverless data integration service that helps analytics users to discover, prepare, move, and integrate data from multiple sources for analytics, machine learning (ML), and application development.
GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.
The rapid advancement of large language models (LLMs) is reshaping the enterprise technology landscape. As a CIO or IT leader, understanding how to leverage these powerful tools effectively is crucial for staying competitive.
When a transportation service uses data analytics to optimize its delivery routes and save fuel costs, it also saves the environment from a tremendous amount of pollution. In today’s world, such an improvement in business operations exemplifies the ultimate win-win. Sustainability analytics doesn’t have to mean sacrificing profits for a greener world.
NumPy allows you to easily create arrays of dates, perform arithmetic on dates and times, and convert between different time units with just a few lines of code.
Over the last two years, there’s been a 76 percent increase in AI adoption across sales organizations. The reason for its rise? AI increases teams’ productivity by predicting and automating actions that require manual effort. In other words, the research that takes reps hours, AI can do in seconds. For sales teams, AI opens up a world of new possibilities, including automating outreach, identifying best-fit buyers, and keeping CRMs flush with fresh data.
by guest author Kate Hall Creating a Customer Service Visual Framework I present a lot and have given customer service presentations in different forms and fashions for over 15 years. I usually get compliments on my presentations, but I wanted to make sure the information I was presenting was sticking with people. I needed to refresh a customer service presentation and decided to use it as an opportunity to apply the lessons from Powerful Presentations I was learning.
What Are the Advantages of Low-Code, No-Code Platform in Augmented Analytics Solutions? According to some estimates, the rise of low-code, no-code and AI in analytics has increased access to augmented analytics to end-users by 36% to 56%. In fact, Gartner predicts that 75% of new global software solutions will incorporate a low-code approach. In the analytics software market, the primary driver of this growth is the advent of solutions that can be quickly modified and upgraded to address new req
We know it feels like all anyone talks about these days is artificial intelligence. Since the launch of ChatGPT in 2022, the professional world has been abuzz with reactions to this game-changing technology. It’s everywhere – and for good reason. Artificial intelligence (AI) and machine learning (ML) tools have been around for a while, but ChatGPT brought AI into the mainstream in ways that hadn’t been seen before.
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