CIO Business Intelligence

JULY 26, 2024

Whether you’ve survived the CrowdStrike incident or didn’t use CrowdStrike and are merely seeing the impact to others, taking time to learn lessons from this event is vital. After all, if you couldn’t recover easily from this, then you may be lost trying to recover from a ransomware attack. At issue are potential shifts you might want to consider making to your staffing strategies, technical processes, and communication channels and culture, as well as your approach to ensuring hardened assets o

IT 137

IT Strategy 137

Analytics Vidhya

JULY 21, 2024

Introduction Having the correct tools and platforms is crucial for learning and innovation in the constantly changing field of artificial intelligence. AI playgrounds offer a great opportunity to test advanced models and technologies without needing a lot of money. If you’re a scientist, creator, or fan, these play areas offer various features for different purposes. […] The post Top 10 Free AI Playgrounds For You to Try in 2024 appeared first on Analytics Vidhya.

Testing 367

Testing Modeling Technology Analytics 367

David Menninger's Analyst Perspectives

JULY 23, 2024

I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well software providers’ offerings meet buyers’ requirements. The AI Platforms: Ventana Research Buyers Guide is the distillation of a year of market and product research by Ventana Research.

Software 275

Software Marketing Machine Learning 275

KDnuggets

JULY 24, 2024

From the soft tools to the hard tools, these are what make a data scientist successful.

Data Science 153

Data Science 153

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

If AI agents are going to deliver ROI, they need to move beyond chat and actually do things. But, turning a model into a reliable, secure workflow agent isn’t as simple as plugging in an API. In this new webinar, Alex Salazar and Nate Barbettini will break down the emerging AI architecture that makes action possible, and how it differs from traditional integration approaches.

Modeling

DataKitchen

JULY 8, 2024

Christopher Bergh, CEO of DataKitchen, is transforming data analytics with his DataOps approach. By applying principles from agile and lean manufacturing, Bergh aims to eliminate the 70-80% waste in data processes. DataKitchen's suite of open-source tools offers solutions for observability, testing, and automation, addresses challenges in rapid change management, error detection team productivity.

Manufacturing 130

Manufacturing Testing Data Processing Data Analytics 130

Smart Data Collective

JULY 29, 2024

There are a lot of cybersecurity risks for companies that rely on AI, but they can be rectified if you take the right steps.

Risk 128

Risk IT 128

Analytics Vidhya

JULY 18, 2024

Introduction Forget endless resumes and interviews! Hackathons are now the new way for companies to find the best data professionals. These intense coding competitions bring together talented folks to tackle tricky problems. It’s a chance to show off your skills and think outside the box under friendly pressure. But it’s not just about bragging rights. […] The post Top 18 Companies Hiring Data Professionals through Hackathons appeared first on Analytics Vidhya.

Analytics 364

Analytics IT Data Science 364

AWS Big Data

JULY 16, 2024

This post is written in collaboration with Clarisa Tavolieri, Austin Rappeport and Samantha Gignac from Zurich Insurance Group. The growth in volume and number of logging sources has been increasing exponentially over the last few years, and will continue to increase in the coming years. As a result, customers across all industries are facing multiple challenges such as: Balancing storage costs against meeting long-term log retention requirements Bandwidth issues when moving logs between the clo

Insurance 124

Insurance Management Cost-Benefit Optimization 124

KDnuggets

JULY 15, 2024

Is it possible to learn data engineering for free? I claim it is and present the evidence for that in the form of 10 free data engineering courses.

IT 152

IT 152

Boris Evelson

JULY 1, 2024

Many of us remember the old days of enterprise business intelligence (BI) delivery where all requests for new or changed queries, reports, and dashboards had to go through a centralized IT team of BI and data professionals.

Business Intelligence 123

Business Intelligence Dashboards Enterprise Reporting 123

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.

Enterprise

Smart Data Collective

JULY 25, 2024

Mastering data governance in a multi-cloud environment is key! Delve into best practices for seamless integration, compliance, and data quality management.

Data Governance 128

Data Governance Data Quality Management Big Data 128

CIO Business Intelligence

JULY 26, 2024

Despite digital transformation being a highly effective way to further develop the long-term business model, it can be a very drawn-out and arduous process. But the majority of companies in Germany, in particular, rely on the cloud in its various facets, and have now achieved a certain level of maturity when it comes to migrating workloads. Maturity means, on one hand, that users have not only gained experience with individual dedicated cloud services, but in many cases are now also modernizing

Digital Transformation 143

Digital Transformation Cost-Benefit Data Processing Risk 143

Analytics Vidhya

JULY 10, 2024

Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. This tutorial gives users the skills they need to create effective AI agents, regardless of whether they are developers […] The post Comprehensive Guide to Build AI Agents from Scratch appeared first on Analytics Vidhya.

Testing 364

Testing Optimization Analytics IT 364

Analytics Vidhya

JULY 13, 2024

Introduction Imagine you’re standing at the edge of a dense forest, each path leading in a different direction, and your goal is to find the most promising route to a hidden treasure. This scenario mirrors the fascinating approach of Tree of Thoughts in AI prompt engineering. Just like you’d weigh various trails, the Tree of […] The post Implementing the Tree of Thoughts Method in AI appeared first on Analytics Vidhya.

Analytics 363

Analytics 363

Advertiser: ZoomInfo

AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.

Sales

Analytics Vidhya

JULY 23, 2024

Introduction Imagine having an assistant who’s always at your fingertips, ready to help at any moment. That’s what an AI agent offers. Unlike your human assistant, who needs coffee breaks and rest, an AI agent is tireless, working around the clock to support you. Need to schedule a meeting at the last minute? Done. Looking […] The post How to Build Autonomous AI Agents Using OpenAGI?

Analytics 357

Analytics Modeling 357

Analytics Vidhya

JULY 22, 2024

Introduction Generative AI has been the hottest topic of the 21st century, revolutionizing industries with its ability to create text, images, music, and even entire virtual worlds, all with the touch of a button. From video editing to music creation, GenAI rules every sector. This technology transforms fields like art and entertainment, significantly impacting healthcare, […] The post Free Generative AI Course: Pioneering the Future of Creativity and Innovation appeared first on Analytics

Recreation/Entertainment 355

Recreation/Entertainment Technology Analytics IT 355

Analytics Vidhya

JULY 24, 2024

Introduction Search engine optimization (SEO) has been impacted by the significant changes brought about by AI growth in many different areas. As businesses strive to improve their online presence and achieve higher search engine rankings, AI emerges as a game-changer, offering innovative solutions to streamline and enhance SEO practices. From automating mundane tasks to providing […] The post Top 11 AI Tools to Replace SEO Agencies appeared first on Analytics Vidhya.

Optimization 352

Optimization Analytics 352

Analytics Vidhya

JULY 11, 2024

Introduction Data science is one of the professions in high demand nowadays due to the growing focus on analyzing big data. Hypothesis and conclusion-making from data broadly involve technical and non-technical skills in the interdisciplinary field of data science. To be relevant and competitive in this rapidly evolving area, at least specific fundamental data science […] The post Top 10 Platforms to Practice Data Science Skills appeared first on Analytics Vidhya.

Data Science 352

Data Science Big Data Analytics 352

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Strategy

Analytics Vidhya

JULY 21, 2024

Introduction In data science, having the ability to derive meaningful insights from data is a crucial skill. A fundamental understanding of statistical tests is necessary to derive insights from any data. These tests allow data scientists to validate hypotheses, compare groups, identify relationships, and make predictions with confidence. Whether you’re analyzing customer behavior, optimizing algorithms, […] The post 5 Statistical Tests Every Data Scientist Should Know appeared first

Statistics 350

Statistics Testing Data Science Optimization 350

Analytics Vidhya

JULY 19, 2024

Introduction ChatGPT may be the rising star in the coding world, but even this AI whiz has its limits. While it can churn out impressive code at lightning speed, there are still programming challenges that leave it stumped. Curious about what makes this digital brainiac break a sweat? We’ve compiled a list of 7 coding […] The post 7 Coding Tasks ChatGPT Can’t Do appeared first on Analytics Vidhya.

Analytics 348

Analytics IT 348

Analytics Vidhya

JULY 7, 2024

Introduction Artificial Intelligence (AI) is transforming industries and creating new possibilities in various fields. Stanford University, renowned for its contributions to AI research, offers several free courses that can help you get started or advance your knowledge in this exciting domain. Whether you’re a beginner or an experienced professional, these courses provide valuable insights into […] The post 9 Free AI Courses from Stanford appeared first on Analytics Vidhya.

Analytics 348

Analytics IT Machine Learning 348

Analytics Vidhya

JULY 22, 2024

Introduction Running large language models (LLMs) locally can be a game-changer, whether you’re experimenting with AI or building advanced applications. But let’s be honest—setting up your environment and getting these models to run smoothly on your machine can be a real headache. Enter Ollama, the platform that makes working with open-source LLMs a breeze.

Modeling 347

Modeling Analytics 347

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Testing

Analytics Vidhya

JULY 25, 2024

Introduction In the not-so-distant past, the idea of having a personal AI assistant felt like something out of a sci-fi movie. Picture a tech-savvy inventor named Alex, who dreamed of having a smart companion to answer questions and provide insights, without relying on the cloud or third-party servers. With advancements in small language models (SLMs), […] The post How to Build Your Personal AI Assistant with Huggingface SmolLM?

Modeling 343

Modeling Analytics 343

Analytics Vidhya

JULY 16, 2024

Introduction Assume you are engaged in a challenging project, like simulating real-world phenomena or developing an advanced neural network to forecast weather patterns. Tensors are complex mathematical entities that operate behind the scenes and power these sophisticated computations. Tensors efficiently handle multi-dimensional data, making such innovative projects possible.

Machine Learning 341

Machine Learning Forecasting Analytics Deep Learning 341

Analytics Vidhya

JULY 25, 2024

Introduction Try to think of yourself as a student entering the first day at a new school. You are learning with enthusiasm but there are so many things which are new to you and this easily leads to the mistakes. The AI same is somewhat like that for a beginner – the world is interesting […] The post Avoid These 5 Common Mistakes in AI that Every Novice Makes appeared first on Analytics Vidhya.

Analytics 339

Analytics Machine Learning Data Science 339

Analytics Vidhya

JULY 24, 2024

Introduction The year 2024 is turning out to be one of the best years in terms of progress on Generative AI. Just last week, we had Open AI launch GPT-4o mini, and just yesterday (23rd July 2024), we had Meta launch Llama 3.1, which has yet again taken the world by storm. What could be […] The post Meta Llama 3.1: Latest Open-Source AI Model Takes on GPT-4o mini appeared first on Analytics Vidhya.

Modeling 336

Modeling Analytics 336

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Optimization

Analytics Vidhya

JULY 14, 2024

Introduction Data science’s abilities are so versatile that they open up various job alternatives. Quite independently of whether your focus is on business analysis, product management, or ethical issues, there is always a job that one would be eager to do and can do well. Thus, in the rapidly developing field of data science, such […] The post Top 10 Data Science Alternative Career Paths appeared first on Analytics Vidhya.

Data Science 336

Data Science Business Analysis Management Analytics 336

Analytics Vidhya

JULY 9, 2024

Introduction Just binge-watched that K-drama over the weekend, and now your Netflix recommendations turn into an eerily perfect lineup of similar shows? That’s no coincidence. Netflix employs sophisticated data strategies to ensure it’s tough to hit the stop button once you start watching, or you can say Netflix uses Data Science. Yep, your weekend binge […] The post Behind the Screen: How Netflix Uses Data Science?

Data Science 336

Data Science Data Strategy Strategy Analytics 336

Analytics Vidhya

JULY 28, 2024

Introduction Coding is changing fast, and Large language models are a big part of that change. These LLMs help programmers in many ways, from finishing lines of code to finding bugs and even writing whole functions based on simple descriptions. As more companies and organizations invest in this technology, the options available to developers continue […] The post Top 6 LLMs for Coding appeared first on Analytics Vidhya.

Modeling 334

Modeling Technology Analytics 334

Analytics Vidhya

JULY 12, 2024

Introduction The recent decade has witnessed a massive surge in the application of Machine learning techniques. There is a continuous rise of application of machine learning techniques in nearly all domains, including research, education, environment, social science, businesses, service providers, production, manufacturing, supply chain, healthcare, biochemistry, biotechnology, and many more.

Machine Learning 336

Machine Learning Manufacturing Business Services Analytics 336

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

Testing