Analytics Vidhya

APRIL 22, 2025

Data preprocessing remains crucial for machine learning success, yet real-world datasets often contain errors. Data preprocessing using Cleanlab provides an efficient solution, leveraging its Python package to implement confident learning algorithms. appeared first on Analytics Vidhya.

Machine Learning 162

Machine Learning Statistics Analytics IT 162

O'Reilly on Data

NOVEMBER 19, 2024

Reasons for using RAG are clear: large language models (LLMs), which are effectively syntax engines, tend to “hallucinate” by inventing answers from pieces of their training data. Also, in place of expensive retraining or fine-tuning for an LLM, this approach allows for quick data updates at low cost. at Facebook—both from 2020.

Unstructured Data 323

Unstructured Data Structured Data Statistics Modeling 323

CIO Business Intelligence

JANUARY 15, 2025

According to research from NTT DATA , 90% of organisations acknowledge that outdated infrastructure severely curtails their capacity to integrate cutting-edge technologies, including GenAI, negatively impacts their business agility, and limits their ability to innovate. [1] The foundation of the solution is also important.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

Analytics Vidhya

JULY 7, 2022

Overview Analytics Vidhya has long been at the forefront of imparting data science knowledge to its community. With the intent to make learning data science more engaging to the community, we began with our new initiative- “DataHour”. The post Building Smarter Solutions with Machine Learning appeared first on Analytics Vidhya.

Machine Learning 393

Machine Learning Data Science Analytics Deep Learning 393

CIO Business Intelligence

NOVEMBER 22, 2024

The road ahead for IT leaders in turning the promise of generative AI into business value remains steep and daunting, but the key components of the gen AI roadmap — data, platform, and skills — are evolving and becoming better defined. But that’s only structured data, she emphasized. MIT event, moderated by Lan Guan, CAIO at Accenture.

Unstructured Data 136

Unstructured Data Testing Modeling Enterprise 136

Analytics Vidhya

JUNE 8, 2024

Introduction Many database technologies in contemporary data management meet developers’ and enterprises’ complex and ever-expanding demands. Achieving the best data management results and choosing the appropriate solution for a given […] The post Top 10 Databases to Use in 2024 appeared first on Analytics Vidhya.

Data Processing 318

Data Processing Enterprise Management Technology 318

Analytics Vidhya

JANUARY 13, 2023

This article was published as a part of the Data Science Blogathon. This project is based on real-world data, and the dataset is also highly imbalanced. The post Machine Learning Solution Predicting Road Accident Severity appeared first on Analytics Vidhya.

Machine Learning 395

Machine Learning Data Science Publishing Analytics 395

Analytics Vidhya

MARCH 31, 2023

Are you seeking innovative solutions to promote efficiency and productivity in your marketing endeavors? AI is the solution for you! The availability of sophisticated analytical tools that utilize big data has helped businesses develop more accurate profiles.

Marketing Analytics 348

Marketing Analytics Marketing Analytics Big Data 348

Analytics Vidhya

MAY 29, 2022

This article was published as a part of the Data Science Blogathon. Over a weekend, more than 600 participants competed to build and improve their solutions and climb the leaderboard. In this article, I will […].

Machine Learning 400

Machine Learning Forecasting Data Processing Data Science 400

CIO Business Intelligence

JANUARY 2, 2025

Nearly nine out of 10 senior decision-makers said they have gen AI pilot fatigue and are shifting their investments to projects that will improve business performance, according to a recent survey from NTT DATA. You would build the POC, but the efficacy of the solution didnt necessarily pan out with the original hypothesis, he adds.

Experimentation 144

Experimentation Digital Transformation Technology Finance 144

AWS Big Data

OCTOBER 30, 2024

Amazon DataZone is a data management service that makes it faster and easier for customers to catalog, discover, share, and govern data stored across AWS, on premises, and from third-party sources. Using Amazon DataZone lets us avoid building and maintaining an in-house platform, allowing our developers to focus on tailored solutions.

Analytics 118

Analytics Visualization Data Governance Data-driven 118

Analytics Vidhya

OCTOBER 18, 2022

This article was published as a part of the Data Science Blogathon. The post Cloud Cryptography: A Reliable Solution to Secure your Cloud appeared first on Analytics Vidhya. Introduction A business can employ IT services offered on the internet by using cloud computing rather than maintaining its physical servers.

Data Science 390

Data Science Publishing Technology Analytics 390

Analytics Vidhya

OCTOBER 6, 2023

In today’s rapidly evolving digital landscape, seamless data, applications, and device integration are more pressing than ever. Enter Microsoft Fabric, a cutting-edge solution designed to revolutionize how we interact with technology.

Interactive 343

Interactive Technology Analytics Data Lake 343

CIO Business Intelligence

DECEMBER 12, 2024

Business leaders may be confident that their organizations data is ready for AI, but IT workers tell a much different story, with most spending hours each day massaging the data into shape. Theres a perspective that well just throw a bunch of data at the AI, and itll solve all of our problems, he says.

IT 134

IT Data Quality Experimentation Machine Learning 134

CIO Business Intelligence

MAY 22, 2025

Open protocols aimed at standardizing how AI systems connect, communicate, and absorb context are providing much needed maturity to an AI market that sees IT leaders anxious to pivot from experimentation to practical solutions. Its not just one vendor sitting out there operating in a vacuum. What is MCP?

Experimentation 130

Experimentation Modeling Cost-Benefit Interactive 130

CIO Business Intelligence

JANUARY 14, 2025

As the pace of technological advancement accelerates, its becoming increasingly clear that solutions must balance immediate needs with long-term workforce transformation. Spoiler alert: The solution we will explore in this two-part series is generative AI (GenAI). the worlds leading tech media, data, and marketing services company.

Strategy 124

Strategy IT Marketing Technology 124

CIO Business Intelligence

OCTOBER 30, 2024

In particular, the speed of attacks has increased exponentially, with data breaches now occurring within days or even hours of an initial compromise. In fact, in almost 45% of cases, attackers exfiltrated data less than a day after compromise, meaning that if an organization isn’t reacting to a threat immediately, it is often too late.

Strategy 126

Strategy Reporting Visualization Interactive 126

AWS Big Data

OCTOBER 30, 2024

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that makes it simple and cost-effective to analyze your data using standard SQL and your existing business intelligence (BI) tools. Data ingestion is the process of getting data to Amazon Redshift.

Data Warehouse 111

Data Warehouse Sales Data Lake Recreation/Entertainment 111

Analytics Vidhya

NOVEMBER 12, 2022

This article was published as a part of the Data Science Blogathon. Source: totaljobs.com Introduction TensorFlow is one of the most well-liked and promising deep learning frameworks for devising novel deep learning solutions.

Deep Learning 374

Deep Learning Data Science Publishing Analytics 374

Analytics Vidhya

JULY 31, 2024

Introduction ISRO has recently started a series of educational programs devoted to providing essential and profound knowledge on data analytical solutions. This is a fundamental method of producing accurate maps and […] The post Course Launched by ISRO for Data Analytics appeared first on Analytics Vidhya.

Data Analytics 318

Data Analytics Analytics Technology IT 318

CIO Business Intelligence

DECEMBER 5, 2024

In today’s data-driven world, large enterprises are aware of the immense opportunities that data and analytics present. Yet, the true value of these initiatives is in their potential to revolutionize how data is managed and utilized across the enterprise.

Enterprise 105

Enterprise Insurance Unstructured Data Business Intelligence 105

AWS Big Data

NOVEMBER 7, 2024

Businesses often struggle to efficiently translate their existing BigQuery code to Amazon Redshift, which can delay critical data modernization initiatives. This post explores how you can use BladeBridge , a leading data environment modernization solution, to simplify and accelerate the migration of SQL code from BigQuery to Amazon Redshift.

Data Warehouse 105

Data Warehouse Reporting Big Data Data Lake 105

CIO Business Intelligence

DECEMBER 10, 2024

As many companies that have already adopted off-the-shelf GenAI models have found, getting these generic LLMs to work for highly specialized workflows requires a great deal of customization and integration of company-specific data. million on inference, grounding, and data integration for just proof-of-concept AI projects.

Modeling 116

Modeling Insurance Unstructured Data Experimentation 116

O'Reilly on Data

DECEMBER 10, 2024

There are more than a few math textbooks online, and its fair to assume that all of them are in the training data. Smaller open models can do the joband theyll shield you from OpenAIs bills (and inevitable price increases), theyll let you keep your data local, and theyll leave you in control of your destiny. What else can we learn?

Testing 260

Testing Modeling Software IT 260

CIO Business Intelligence

OCTOBER 24, 2024

growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs. Data center spending will increase again by 15.5% in 2025, but software spending — four times larger than the data center segment — will grow by 14% next year, to $1.24 trillion, Gartner projects.

IT 133

IT Data-driven Recreation/Entertainment Experimentation 133

Analytics Vidhya

FEBRUARY 1, 2024

Introduction In a groundbreaking move, Alibaba Cloud has introduced a serverless version of its Platform for AI-Elastic Algorithm Service (PAI-EAS) at the AI & Big Data Summit in Singapore.

Big Data 317

Big Data Enterprise Modeling Analytics 317

AWS Big Data

DECEMBER 12, 2024

One-time and complex queries are two common scenarios in enterprise data analytics. Complex queries, on the other hand, refer to large-scale data processing and in-depth analysis based on petabyte-level data warehouses in massive data scenarios.

Snapshot 97

Snapshot Recreation/Entertainment Experimentation Data Lake 97

CIO Business Intelligence

NOVEMBER 21, 2024

Increasing the pace of AI adoption If the headlines around the new wave of AI adoption point to a burgeoning trend, it’s that accelerating AI adoption will allow businesses to reap the full benefits of their data. This is why Dell Technologies developed the Dell AI Factory with NVIDIA, the industry’s first end-to-end AI enterprise solution.

IT 111

IT Cost-Benefit Optimization Manufacturing 111

AWS Big Data

OCTOBER 29, 2024

To achieve this, they aimed to break down data silos and centralize data from various business units and countries into the BMW Cloud Data Hub (CDH). However, the initial version of CDH supported only coarse-grained access control to entire data assets, and hence it was not possible to scope access to data asset subsets.

Data Lake 109

Data Lake Sales Metadata Machine Learning 109

Analytics Vidhya

APRIL 21, 2024

Introduction In today’s data-driven world, data science skills are more crucial than ever. Data science internships provide the perfect solution. You’ll gain invaluable […] The post Top 11 Data Science Internships in India appeared first on Analytics Vidhya.

Data Science 327

Data Science Data-driven Analytics Testing 327