Analytics Vidhya

JANUARY 11, 2024

Known for its innovative AI models, OpenAI has recently introduced a new platform, the GPT Store. This article aims to provide a comprehensive understanding of the GPT Store, its working mechanism, applications, and potential […] The post What is the GPT Store? How to Access It? appeared first on Analytics Vidhya.

IT 300

IT Modeling Analytics Machine Learning 300

Analytics Vidhya

JUNE 23, 2022

When our dataset has many observations, however, the process of storing and loading data grows slower, and each kernel […]. The post Stop Storing Data in CSVs vs Feather appeared first on Analytics Vidhya. Introduction We use the panda’s package to process and transfer data around when working on projects.

Data Science 306

Data Science Publishing Analytics IT 306

Analytics Vidhya

JANUARY 5, 2024

As the volume of sensitive data used in these models continues to rise, ensuring the security and […] The post Safetensors: A Secure Approach to Storing and Distributing Tensors appeared first on Analytics Vidhya.

Machine Learning 336

Machine Learning Modeling Management Analytics 336

Analytics Vidhya

AUGUST 5, 2024

This article will explore the cutting-edge technique of using vector […] The post How to Compute and Store Vector Embeddings with LangChain? The data is split to find the relevant content to the query from all the data. Now, we’re leaping into the future of data retrieval. appeared first on Analytics Vidhya.

Analytics 289

Analytics Modeling 289

Analytics Vidhya

JANUARY 4, 2024

OpenAI is on the brink of a monumental leap in the world of artificial intelligence with the impending launch of the GPT Store next week. The AI marketplace offers an unparalleled opportunity for creators to showcase, monetize, and […] The post OpenAI GPT Store Set to Launch Next Week appeared first on Analytics Vidhya.

Interactive 268

Interactive Analytics Modeling 268

Analytics Vidhya

JULY 24, 2023

All the information to […] The post Guide to Chroma DB | A Vector Store for Your Generative AI LLMs appeared first on Analytics Vidhya. These models do not take the texts from the dataset as it is, because computers do not understand text, they only understand numbers.

Modeling 264

Modeling Analytics IT 264

O'Reilly on Data

NOVEMBER 19, 2024

Store these chunks in a vector database, indexed by their embedding vectors. One way to build a graph to use is to connect each text chunk in the vector store with its neighbors. The elements of either store are linked together. Here’s a simple rough sketch of RAG: Start with a collection of documents about a domain.

Unstructured Data 318

Unstructured Data Structured Data Statistics Modeling 318

Analytics Vidhya

DECEMBER 18, 2024

Directly embedding API keys in your code or storing them as plain environment variables within your Colab notebooks poses significant security risks. Working with APIs in Google Colab is a common practice for data scientists, researchers, and developers.

Risk 207

Risk Analytics 207

Analytics Vidhya

JULY 17, 2022

Introduction A supermarket store named Big Mart opened a coffee shop inside the premises, and after the launch, it started seeing great transactions, and it was decided to have similar coffee shops at all the stores across the region for Big Mart. This article was published as a part of the Data Science Blogathon. Big […].

Marketing 397

Marketing Data Science Publishing Analytics 397

Analytics Vidhya

MARCH 25, 2022

Overview DataFrame in Python Performing Data Cleaning Operations on the Pandas DataFrame Introduction Undoubtedly, a DataFrame in python is the most important structure used to store the data because it is used in all practical cases to store our given data set which we will be using for creating our models.

Modeling 388

Modeling Analytics IT 388

Analytics Vidhya

OCTOBER 17, 2022

Introduction A data lake is a centralized repository for storing, processing, and securing massive amounts of structured, semi-structured, and unstructured data. It can store data in its native format and process any type of data, regardless of size. This article was published as a part of the Data Science Blogathon.

Data Lake 374

Data Lake Unstructured Data Data Science Publishing 374

Analytics Vidhya

OCTOBER 15, 2022

Introduction Data from different sources are brought to a single location and then converted into a format that the data warehouse can process and store. For example, a company stores data about its customers, products, employees, salaries, sales, and invoices. This article was published as a part of the Data Science Blogathon.

Data Warehouse 361

Data Warehouse IT Sales Data Science 361

Analytics Vidhya

JULY 30, 2022

Introduction The structured data we generally deal with gets stored in a tabular format in relational databases. And stored data in these databases can be accessed by a query language called “sequel” or SQL. This article was published as a part of the Data Science Blogathon. And it is a powerful language.

Structured Data 348

Structured Data Data Science Publishing Analytics 348

Analytics Vidhya

OCTOBER 30, 2022

They are used to store information such as customer records, employee records, and product information. Relational databases store data in tables that are […]. Introduction Databases are collections of data that computers can access. Databases can be divided into two types: relational and non-relational.

Data Science 343

Data Science Publishing Analytics 343

Analytics Vidhya

OCTOBER 7, 2022

These devices continuously collect and transmit data that can be processed, transformed, and stored for later use. Introduction With the increasing use of technology, data accumulation is faster than ever due to connected smart devices. This collected data, known as big data, holds valuable […].

Big Data 400

Big Data Data Science Publishing Technology 400

Analytics Vidhya

SEPTEMBER 11, 2022

Any data stored on the blockchain cannot be modified, making the technology a legitimate disruptor for payments, cybersecurity, and healthcare industries. This article was published as a part of the Data Science Blogathon. Blockchain is a system of registering […].

Technology 399

Technology IT Data Science Publishing 399

Analytics Vidhya

JULY 29, 2022

As its name suggests, it is primarily used to query, i.e., fetch the data from the relational database where data is stored in the form of tables. A structured query language is a must-know tool for everyone working with datasets. SQL helps […]. The post SQL Commands for Data Science appeared first on Analytics Vidhya.

Data Science 397

Data Science Publishing Analytics IT 397

Analytics Vidhya

OCTOBER 4, 2022

that work together to make processing and storing large volumes of data easy. Introduction Today, Data Lake is most commonly used to describe an ecosystem of IT tools and processes (infrastructure as a service, software as a service, etc.) An ecosystem consists of […].

Data Lake 396

Data Lake Data Science Publishing Software 396

Analytics Vidhya

NOVEMBER 1, 2022

No doubt, SQL and relational databases are widely popular and used extensively for storing data. Introduction When we hear the word “DATABASE”, the first thought that comes to our mind is SQL! Many kinds of literature, articles, and tutorials are on them internet-wide due to […].

Data Science 397

Data Science Publishing Analytics 397

Analytics Vidhya

JULY 30, 2024

When working with voluminous data, it is really important to understand how to manipulate (store, manage, and access) it efficiently. We’ve also explored numbers and strings and how they are stored in memory before, which you can find here.

Data Science 306

Data Science Management Analytics IT 306

Analytics Vidhya

MARCH 15, 2024

From artificial intelligence (AI) breakthroughs to potential hardware unveilings, here’s a sneak peek at what’s in store for attendees and […] The post Google I/O 2024 Dates Announced; Here’s What to Expect appeared first on Analytics Vidhya.

Analytics 397

Analytics Technology 397

Analytics Vidhya

AUGUST 7, 2022

Introduction Blockchain ecosystem has enabled us with a new way of perceiving, storing, and sharing data based on the concept of peer-to-peer technologies. Blockchain gained popularity in the last decade for developing cryptocurrency exchanges, maintaining a foolproof medical history of patients, and immutable education records.

Technology 388

Technology Analytics IT 388

Analytics Vidhya

AUGUST 10, 2022

However, only a few business data are analyzed and stored appropriately. Introduction Data is compelling and critical for businesses to generate actionable and valuable insights only when used correctly. In addition, it is also essential to analyze and organize it well. Source: [link] […].

Data Science 378

Data Science Publishing Analytics IT 378

Analytics Vidhya

JANUARY 7, 2022

By their definition, the types of data it stores and how it can be accessible to users differ. Introduction All data mining repositories have a similar purpose: to onboard data for reporting intents, analysis purposes, and delivering insights. The post Data Warehouses, Data Marts and Data Lakes appeared first on Analytics Vidhya.

Data Warehouse 376

Data Warehouse Data Lake Data mining Reporting 376

Analytics Vidhya

FEBRUARY 3, 2022

A company wil store millions of records for analysis. Data science is an emerging technology in the corporate society and it mainly deals with the data. Applying statistical analysis to data and getting insights from it is our main objective. A […]. The post Statistical Inference Using Python appeared first on Analytics Vidhya.

Statistics 375

Statistics Data Science Publishing Technology 375

Analytics Vidhya

OCTOBER 11, 2022

Graphs have nodes, edges, and properties that represent and store data in ways relational databases cannot. 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

JUNE 23, 2022

So, processing and storing of these data has also become highly strenuous. This article was published as a part of the Data Science Blogathon. Introduction to Data Engineering In recent days the consignment of data produced from innumerable sources is drastically increasing day-to-day.

Machine Learning 378

Machine Learning Data Science Publishing Technology 378

Analytics Vidhya

NOVEMBER 21, 2023

Introduction Vector Databases have become the go-to place for storing and indexing the representations of unstructured and structured data. The vector stores have become an integral part of developing apps with Deep Learning Models, especially the Large Language Models.

Deep Learning 319

Deep Learning Structured Data Modeling Analytics 319

Analytics Vidhya

FEBRUARY 6, 2024

Introduction Sets are an essential data structure in Python that allows you to store unique and unordered elements. They’re your go-to for storing unique, unordered elements. They provide various methods to perform set operations efficiently.

Analytics 318

Analytics Deep Learning Machine Learning Data Science 318

Analytics Vidhya

SEPTEMBER 1, 2022

Introduction Apache Iceberg is an open-source spreadsheet format for storing large data sets. This article was published as a part of the Data Science Blogathon. It is an optimization technique where attributes are used to divide a table into different sections.

Data Science 371

Data Science Publishing Optimization Analytics 371

Analytics Vidhya

JULY 23, 2022

CouchDB is similar to MongoDB and uses JSON, also known as Javascript Object Notation, to store data, […]. Introduction Apache CouchDB is an open-source, document-based NoSQL database developed by Apache Software Foundation and used by big companies like Apple, GenCorp Technologies, and Wells Fargo.

Data Science 367

Data Science Publishing Software Technology 367

Analytics Vidhya

JANUARY 11, 2024

Introduction OpenAI’s GPT Store finally landed this Wednesday, 10th Jan 2024, bursting with chatbots built by you (yes, you!). Over 3 […] The post Unlocking GPT Store’s Featured Custom GPTs appeared first on Analytics Vidhya.

Analytics 314

Analytics IT 314

Analytics Vidhya

JANUARY 6, 2022

INTRODUCTION Hive is one of the most popular data warehouse systems in the industry for data storage, and to store this data Hive uses tables. Tables in the hive are analogous to tables in a relational database management system. Each table belongs to a directory in HDFS. By default, it is /user/hive/warehouse directory.

Data Warehouse 364

Data Warehouse Management Analytics IT 364

Analytics Vidhya

DECEMBER 5, 2022

It allows users to store and retrieve files quickly and securely from anywhere. This article was published as a part of the Data Science Blogathon. Source: [link] Introduction AWS S3 is one of the object storage services offered by Amazon Web Services or AWS. Users can combine S3 with other services to build numerous scalable […].

Data Science 362

Data Science Publishing Analytics IT 362