Analytics Vidhya

OCTOBER 2, 2022

If you are new to these terms, […]. The post Using MongoDB with Pandas, NumPy, and PyArrow appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon.

Data Science 398

Data Science Publishing Technology Analytics 398

Analytics Vidhya

JULY 4, 2022

Introduction Academia is the integral coaching zone for humanity’s future talent and the development of new approaches toward our survival as human species in terms of task execution and thinking. The academic score is an indicator used for performance assessment and management by […].

Machine Learning 382

Machine Learning Data Science Publishing Management 382

Analytics Vidhya

DECEMBER 6, 2021

This article was published as a part of the Data Science Blogathon Introduction Long short term memory (LSTM) is a model that increases the memory of recurrent neural networks. Recurrent neural networks hold short term memory in that they allow earlier determining information to be employed in the current neural networks.

IT 339

IT Data Science Publishing Modeling 339

Analytics Vidhya

OCTOBER 11, 2022

Another commonly used term is graph analytics, which refers to analyzing data in […]. This article was published as a part of the Data Science Blogathon. Introduction A graph database is a specialized, one-of-a-kind platform for creating and manipulating graphs.

Data Science 375

Data Science Publishing Analytics 375

Analytics Vidhya

AUGUST 8, 2021

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction to Convolution Convolution is a trendy term in computer vision. The post Implementing Convolution As An Image Filter Using OpenCV appeared first on Analytics Vidhya.

Data Science 367

Data Science Publishing Analytics 367

CIO Business Intelligence

NOVEMBER 4, 2024

Artificial Intelligence (AI), a term once relegated to science fiction, is now driving an unprecedented revolution in business technology. Currently, enterprises primarily use AI for generative video, text, and image applications, as well as enhancing virtual assistance and customer support. Nutanix commissioned U.K.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128

CIO Business Intelligence

APRIL 24, 2025

In IBMs human resources function, its AskHR agent has been used to automate 94% of simple tasks such as vacation requests and pay statements. In IBMs human resources function, its AskHR agent has been used to automate 94% of simple tasks such as vacation requests and pay statements. We have achieved a productivity improvement of $3.5

Finance 128

Finance Strategy Sales Optimization 128

Analytics Vidhya

SEPTEMBER 30, 2021

This article was published as a part of the Data Science Blogathon Overview Databricks in simple terms is a data warehousing, machine learning web-based platform developed by the creators of Spark. It’s a one-stop product for all data needs, from data storage, analysis data and derives insights using SparkSQL, […].

Machine Learning 353

Machine Learning Data Science Publishing Analytics 353

CIO Business Intelligence

APRIL 24, 2025

Rick Young, data and AI lead at professional services company Sikich, recommends undertaking straightforward analyses using systems that integrate easily with existing products and keeping initial data monetization projects manageable, gathering customer feedback, and understanding opportunities before expanding.

Data-driven 134

Data-driven Marketing Risk Sales 134

Analytics Vidhya

NOVEMBER 9, 2021

Which we use to add the penalty term to control the complex […]. Which we use to add the penalty term to control the complex […]. This is also called the Shrinkage method. The post Study of Regularization Techniques of Linear Models and Its Roles appeared first on Analytics Vidhya.

Modeling 349

Modeling IT Machine Learning Data Science 349

Analytics Vidhya

NOVEMBER 15, 2021

NLP is used in a wide […]. The post NLP – Tags, Frequencies, Unique Terms, n-grams appeared first on Analytics Vidhya. This article was published as a part of the Data Science Blogathon Bow to the might of NLP.

Data Science 348

Data Science Publishing Analytics 348

Analytics Vidhya

FEBRUARY 11, 2023

Introduction We have seen some fancy terms for AI and deep learning, such as pre-trained models, transfer learning, etc. Let me educate you with a widely used technology and one of the most important and effective: Transfer learning with YOLOv5.

Deep Learning 336

Deep Learning Modeling Technology Analytics 336

CIO Business Intelligence

OCTOBER 24, 2024

2025 will be about the pursuit of near-term, bottom-line gains while competing for declining consumer loyalty and digital-first business buyers,” Sharyn Leaver, Forrester chief research officer, wrote in a blog post Tuesday. Some leaders will pursue that goal strategically, in ways that set up their organizations for long-term success.

ROI 127

ROI Data-driven Enterprise Experimentation 127

David Menninger's Analyst Perspectives

JANUARY 15, 2025

One of the points that I look at is whether and to what extent the software provider offers out-of-the-box external data useful for forecasting, planning, analysis and evaluation. External data is necessary for many functions, including useful and accurate competitive intelligence used by sales and marketing groups.

Predictive Modeling 130

Predictive Modeling Forecasting Predictive Analytics Statistics 130

Analytics Vidhya

MARCH 5, 2021

ArticleVideo Book Introduction We frequently use the term Probability but don’t realize how powerful this concept is. In simple terms, the probability is the. The post Axioms of Probability Every Data Scientist Should Know! appeared first on Analytics Vidhya.

Analytics 306

Analytics 306

Analytics Vidhya

DECEMBER 13, 2021

I’m using Pure term here, the reason you’ll come to know in my further articles. This article was published as a part of the Data Science Blogathon Introduction In this article, We will develop an End to End project which will be based on Pure Deep Learning. The reason behind building this project is to detect […].

Deep Learning 353

Deep Learning Data Science Publishing Analytics 353

Analytics Vidhya

SEPTEMBER 3, 2022

Introduction RetinaNet is a single-stage object detection model that uses a focal loss function to deal with class imbalance during training. Focal loss applies a modulation term to the cross-entropy loss to focus learning on hard negative examples. This article was published as a part of the Data Science Blogathon.

Data Science 343

Data Science Publishing Modeling Analytics 343

Analytics Vidhya

DECEMBER 12, 2020

Introduction Big Data is a new term that is used widely in. This article was published as a part of the Data Science Blogathon. The post Big Data with Spark and Scala appeared first on Analytics Vidhya.

Big Data 329

Big Data Data Science Publishing Analytics 329

CIO Business Intelligence

OCTOBER 25, 2024

Moreover, in the near term, 71% say they are already using AI-driven insights to assist with their mainframe modernization efforts. In addition to using AI with modernization efforts, almost half of those surveyed plan to use generative AI to unlock critical mainframe data and transform it into actionable insights.

Data-driven 133

Data-driven Strategy Modeling Technology 133

Analytics Vidhya

SEPTEMBER 19, 2023

The term “large” is often quantified by the number of parameters they possess. Use it for a variety of tasks, like translating text, answering […] The post Unlocking LangChain & Flan-T5 XXL | A Guide to Efficient Document Querying appeared first on Analytics Vidhya.

Modeling 336

Modeling Analytics Unstructured Data IT 336

O'Reilly on Data

FEBRUARY 18, 2020

It’s also the data source for our annual usage study, which examines the most-used topics and the top search terms. [1]. Normalized search frequency of top terms on the O’Reilly online learning platform in 2019 (left) and the rate of change for each term (right). Still cloud-y, but with a possibility of migration.

Data-driven 363

Data-driven Software Statistics Marketing 363

Analytics Vidhya

JANUARY 1, 2023

In simple terms, API is a messenger; let’s understand this with some examples. The post Introduction to Amazon API Gateway using AWS Lambda appeared first on Analytics Vidhya. Introduction What is an API? Let’s say you are hungry and you need to cook something at home. This […].

Analytics 335

Analytics IT 335

Analytics Vidhya

JUNE 19, 2024

Introduction In simpler terms, imagine you have a giant list of information. By using the […] The post SQL `NOT IN` Operator: Usage, Pitfalls, and Best Practices appeared first on Analytics Vidhya. The NOT IN operator in SQL acts like a filter to help you find exactly what you’re looking for.

Analytics 304

Analytics IT 304

O'Reilly on Data

MARCH 9, 2021

The following projects have a different flavor: In February, PLOS Genetics published an article by researchers who are using GANs (Generative Adversarial Networks) to create artificial human genomes. Using NLP to analyze mutations? Asking where it might lead in the long term is even more important.

Modeling 364

Modeling Publishing Risk Reporting 364

Analytics Vidhya

MAY 27, 2023

Introduction The UNet is the first model that comes to mind these days whenever we want to use image segmentation in machine learning. In comparison to earlier state-of-the-art techniques, it has been revolutionary in terms of performance improvement. How to use UNet in segmentation tasks? How to use UNet in segmentation tasks?

Machine Learning 324

Machine Learning Modeling Analytics IT 324

Analytics Vidhya

APRIL 1, 2023

It involves using new evidence to modify the prior probabilities of an event. It uses conditional probabilities to improve the prior probabilities, which results in posterior probabilities. Introduction Bayesian Networks or statistics form an integral part of many statistical learning approaches.

Statistics 306

Statistics Analytics IT Modeling 306

Analytics Vidhya

JANUARY 18, 2024

This development comes on the heels of OpenAI’s recent removal of language in its terms of service that previously restricted the use of its artificial intelligence (AI) in military […] The post OpenAI Works with U.S. Aligning with a recent policy shift, OpenAI, the creator of ChatGPT, is actively engaging with the U.S.

Analytics 319

Analytics IT 319

CIO Business Intelligence

NOVEMBER 11, 2024

Generative AI is a transformative technology and the focus that we have today will be doing use case-based approaches,” Chase CIO Gill Haus says, noting that he is not worried that the ROI will disappoint. Enterprises are also choosing cloud for AI to leverage the ecosystem of partnerships,” McCarthy notes.

ROI 137

ROI Cost-Benefit Risk Experimentation 137

Analytics Vidhya

DECEMBER 20, 2021

Christmas is near and the Generative Adversarial Networks (GANs) are here:) I am sure everyone here heard the term GAN or at least dataset generation, image generation, music generation, etc. These all can be achieved using the GANs. This article was published as a part of the Data Science Blogathon Well!

Data Science 319

Data Science Publishing Analytics 319

Analytics Vidhya

SEPTEMBER 27, 2024

Let’s breakdown this term to get a clear overview of what RAG is: R -> Retrieval A -> Augmented G -> Generation So basically, the LLM that we use today is not up to the date. RAG is an abbreviation of Retrieval Augmented Generation.

Analytics 288

Analytics 288

CIO Business Intelligence

JANUARY 14, 2025

So the organization as a whole has to have a clear way of measuring ROI, creating KPIs and OKRs or whatever framework theyre using. Now many are admitting they werent quite ready. To counter such statistics, CIOs say they and their C-suite colleagues are devising more thoughtful strategies.

Strategy 141

Strategy ROI Experimentation Risk 141