Analytics Vidhya

JANUARY 2, 2024

Test your knowledge with our A-Z Guide to 110 Key Data Science Terms.Let’s embark on this educational adventure together and uncover the rich tapestry of terms that power the engines of artificial intelligence and analytics. A B C D E F G H I […] The post A-Z Guide to 110 Data Science Terms appeared first on Analytics Vidhya.

Data Science 306

Data Science Testing Analytics Deep Learning 306

Analytics Vidhya

AUGUST 17, 2021

The post Predict the next word of your text using Long Short Term Memory (LSTM) appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: [link] Natural language processing has been an area of research.

Data Science 343

Data Science Publishing Analytics Deep Learning 343

Analytics Vidhya

DECEMBER 28, 2023

This controversy has led to a heated debate on social media about […] The post Midjourney V6 Updates Terms; Blames Users for Copyright Infringement appeared first on Analytics Vidhya. They claim that the new update’s capabilities may be reproducing images too similar to copyrighted art.

Modeling 286

Modeling Analytics IT 286

Analytics Vidhya

DECEMBER 2, 2024

Accuracy falls short of capturing these trade-offs as a means to work with imbalanced datasets, especially in terms of precision and recall ratios. As indicated in machine learning and statistical modeling, the assessment of models impacts results significantly.

Machine Learning 208

Machine Learning Statistics Measurement Modeling 208

Analytics Vidhya

MAY 21, 2024

Introduction For years, a type of neural network called the Long Short-Term Memory (LSTM) was the workhorse model for handling sequence data like text. This made LSTMs incredibly valuable for […] The post LSTMs Got an Upgrade?

Modeling 317

Modeling Analytics Deep Learning Machine Learning 317

Analytics Vidhya

APRIL 22, 2024

Long Short-Term Memory (LSTM) models have emerged as a powerful tool for tackling this challenge. They offer the capability to capture both short-term nuances and long-term dependencies within sequences. Introduction In natural language processing (NLP), it is important to understand and effectively process sequential data.

Modeling 352

Modeling Analytics IT 352

Analytics Vidhya

JULY 6, 2022

Investing strategies vary depending on the investor’s risk appetite and goals (long term or short term). Introduction Investing Strategies are essential since they determine whether you gain or lose money. Cryptocurrencies are a type of digital currency that may be utilized as payment […].

Strategy 353

Strategy Data Science Publishing Risk 353

Analytics Vidhya

NOVEMBER 26, 2020

Introduction Often we have heard the term Automated Machine Learning or AutoML. This article was published as a part of the Data Science Blogathon. The post AutoML: Making AI more Accessible to Businesses appeared first on Analytics Vidhya.

Machine Learning 395

Machine Learning Data Science Publishing Analytics 395

Analytics Vidhya

MAY 10, 2020

Introduction “Business Analytics” and “Data Science” – these two terms are used interchangeably wherever I look. But there’s one indisputable fact – both industries. The post Business Analytics vs. Data Science – Which Path Should you Choose? appeared first on Analytics Vidhya.

Business Analytics 400

Business Analytics Data Science Analytics 400

Analytics Vidhya

AUGUST 31, 2020

The term “Object-Oriented Programming” (OOP). Introduction While learning Object-Oriented Programming. I decided to dive into its history and it turned out to be fascinating. The post Basic Concepts of Object-Oriented Programming in Python appeared first on Analytics Vidhya.

Analytics 392

Analytics IT 392

Analytics Vidhya

JANUARY 16, 2021

Introduction Bear and bull are terms that you will get to. ArticleVideos This article was published as a part of the Data Science Blogathon. The post Bear run or bull run, Can Reinforcement Learning help in Automated trading? appeared first on Analytics Vidhya.

Data Science 388

Data Science Publishing Analytics Structured Data 388

Analytics Vidhya

OCTOBER 2, 2022

If you are new to these terms, […]. Introduction If you are a data scientist or a Python developer who sometimes wears the data scientist hat, you were likely required to work with some of these tools & technologies: Pandas, NumPy, PyArrow, and MongoDB.

Data Science 398

Data Science Publishing Technology Analytics 398

Analytics Vidhya

JULY 6, 2022

Introduction PCA, or Principal Component Analysis, is a term that is well-known to everyone. This article was published as a part of the Data Science Blogathon. Notably employed for Curse of Dimensionality issues. In addition to this fundamental issue, there are other significant issues that we tackle in the PCA article.

Data Science 400

Data Science Publishing Analytics Structured Data 400

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

JUNE 11, 2021

What does the term ‘AI’ actually stand for? ArticleVideo Book This article was published as a part of the Data Science Blogathon Wait! Artificial Intelligence, The post AI = Artificial Intelligence is NOT always true! appeared first on Analytics Vidhya.

Data Science 376

Data Science Publishing Analytics Technology 376

O'Reilly on Data

NOVEMBER 19, 2024

One popular term encountered in generative AI practice is retrieval-augmented generation (RAG). What’s old becomes new again: Substitute the term “notebook” with “blackboard” and “graph-based agent” with “control shell” to return to the blackboard system architectures for AI from the 1970s–1980s.

Unstructured Data 318

Unstructured Data Structured Data Statistics Modeling 318

CIO Business Intelligence

OCTOBER 22, 2024

Organizations that deploy AI to eliminate middle management human workers will be able to capitalize on reduced labor costs in the short-term and long-term benefits savings,” Gartner stated. “AI In the near-term, security-related attacks of AI agents will be a new threat surface,” Plummer said.

Enterprise 135

Enterprise Risk IoT Cost-Benefit 135

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

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. This article was published as a part of the Data Science Blogathon.

Machine Learning 382

Machine Learning Data Science Publishing Management 382

Analytics Vidhya

OCTOBER 11, 2022

Another commonly used term is graph analytics, which refers to analyzing data in […]. Introduction A graph database is a specialized, one-of-a-kind platform for creating and manipulating graphs. Graphs have nodes, edges, and properties that represent and store data in ways relational databases cannot.

Data Science 375

Data Science Publishing Analytics 375

Analytics Vidhya

OCTOBER 18, 2022

If you have been in the crypto space for even a short period, you may have heard of the term NFTs. This article was published as a part of the Data Science Blogathon. Introduction NFTs, NFTs, NFTs! NFTs are Non-Fungible tokens (in detailed explanation in the following section). NFTs have grown so popular that several […].

Data Science 376

Data Science Publishing Analytics 376

Analytics Vidhya

MAY 23, 2023

As the topic of companies grappling with data preparation challenges kicks in, we hear the term ‘augmented analytics’. It is a term that […] The post Unlocking the Power of Augmented Analytics appeared first on Analytics Vidhya.

Analytics 318

Analytics IT Machine Learning Software 318

Analytics Vidhya

AUGUST 17, 2021

Regression is a statistical term for describing. ArticleVideo Book This article was published as a part of the Data Science Blogathon What is Linear Regression? The post Understanding Linear Regression with Mathematical Insights! appeared first on Analytics Vidhya.

Statistics 358

Statistics Data Science Publishing Analytics 358

Analytics Vidhya

SEPTEMBER 27, 2023

But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps. Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence.

Machine Learning 374

Machine Learning Modeling Analytics IT 374

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:

Modeling 336

Modeling 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

Analytics Vidhya

SEPTEMBER 30, 2021

This article was published as a part of the Data Science Blogathon Introduction We all heard the term graph, but what is it? Can we develop a neural network out of it, or is it just for representation? We can do all of these. A Graph is nothing but a data structure and contains two elements […].

Data Science 358

Data Science Publishing Analytics IT 358

Analytics Vidhya

SEPTEMBER 26, 2022

In simple terms, NLP helps to teach computers to […]. Introduction In today’s world, we know that we interact greatly with our smart devices. Have you ever wondered how your Smartphones and your personal computers interact? That is where NLP comes into the picture.

Interactive 357

Interactive Data Science Publishing Analytics 357

Analytics Vidhya

MARCH 14, 2023

Introduction I am sure you all are familiar with CPU, but have you heard the term GPU? If your answer is no, then this article is for you! With the advancement in technology, the processing systems have also advanced much, so knowing the right technology at the right time is necessary for efficient usage.

Deep Learning 356

Deep Learning Technology Analytics 356

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. The majority (91%) of respondents agree that long-term IT infrastructure modernization is essential to support AI workloads, with 85% planning to increase investment in this area within the next 1-3 years.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128