Analytics Vidhya

FEBRUARY 15, 2024

Among the myriad visualization techniques available, area charts stand out for effectively representing quantitative data over time or categories.

Python 242

Python Data Analysis 242

Analytics Vidhya

JANUARY 5, 2024

These awards recognize the outstanding contributions of individuals and organizations across various categories, reflecting the diverse ways AI has reshaped our world. AI’s impact […] The post The 2023 AI Hall of Fame: Honoring the Best in AI Awards appeared first on Analytics Vidhya.

AI 177

AI AI Artificial Intelligence Artificial Intelligence 177

Analytics Vidhya

DECEMBER 18, 2023

This article delves into the top 20 Docker containers across various categories, showcasing their features, use cases, and contributions to streamlining development workflows.

Software Development 258

Software Development 258

Analytics Vidhya

DECEMBER 21, 2021

This article was published as a part of the Data Science Blogathon Introduction Text classification is a machine-learning approach that groups text into pre-defined categories. The post Intent Classification with Convolutional Neural Networks appeared first on Analytics Vidhya.

Convolutional Neural Networks 363

Convolutional Neural Networks Neural Network Natural Language Processing NLP 363

Analytics Vidhya

APRIL 15, 2021

SUPERVISED LEARNING Before making you understand the broad category of. The post Understanding Supervised and Unsupervised Learning appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

Data Science 360

Data Science Machine Learning 360

Analytics Vidhya

SEPTEMBER 9, 2020

We have divided the myths into career, tools and role related categories. 11 Data Science Myths You Should Avoid at All Costs appeared first on Analytics Vidhya. In this article, we bust 11 common myths people have about data science. The post Busted!

Data Science 399

Data Science 399

Analytics Vidhya

APRIL 6, 2022

EDA can be divided into two categories: graphical analysis and non-graphical analysis. The post Exploratory Data Analysis (EDA) in Python appeared first on Analytics Vidhya. EDA is a critical component of any data science or machine learning process. You must explore the data, understand the relationships between variables, […].

Data Analysis 318

Data Analysis Python Machine Learning Data Science 318

Analytics Vidhya

JULY 12, 2023

By transforming category data into numerical labels, label encoding enables us to use them in various algorithms. […] The post How to Perform Label Encoding in Python? appeared first on Analytics Vidhya. However, many machine learning algorithms require numerical input. This is where label encoding comes into play.

Python 210

Python Categorization Machine Learning Data Analysis 210

AI News

OCTOBER 9, 2023

By analysing usage patterns from a pool of approximately 8,100 customers as of April 2023, Snowflake identified ten technology categories that organisations consider when building their marketing data stacks.

ETL 205

ETL Data Platform Business Intelligence Machine Learning 205

Analytics Vidhya

MAY 19, 2023

There are two broad categories of statistical methods: descriptive and inferential statistics. appeared first on Analytics Vidhya. This article will explain the difference between descriptive vs inferential statistics.

Explainability 219

Explainability Data Analysis 219

Analytics Vidhya

JULY 18, 2022

With immense pleasure and pride, we are happy to announce that Fractal and Analytics Vidhya together have set a GUINNESS WORLD RECORDS™ title of ‘Most Viewers of an Artificial Intelligence programming lesson live stream on a bespoke platform’ at 1729. About 1729 A category-defining event on a virtual platform for 3 days.

Artificial Intelligence 234

Artificial Intelligence Artificial Intelligence 234

Analytics Vidhya

JUNE 19, 2022

Azure provides different categories of cloud services such as infrastructure as a service (IaaS), platform as a service (PaaS), software as a service (SaaS), and serverless. The post Commonly Asked Ques During Microsoft Azure Interviews appeared first on Analytics Vidhya. Organizations across the globe prefer to […].

Data Science 282

Data Science 282

Analytics Vidhya

APRIL 18, 2023

The Sony World Photography Awards, held last week, witnessed an unprecedented event when the winner of the creative, open category, German-based artist Boris Eldagsen, revealed on his website that he would not accept the prize.

Artificial Intelligence 220

Artificial Intelligence Artificial Intelligence AI AI 220

Unite.AI

SEPTEMBER 8, 2023

It also comes with a social media analytics tool to track your metrics and competition within your niche, a social inbox tool to manage all your social media comments and messages in one place, and a “Discover” tab to find trending content to share online quickly. you can do so with Content Categories.

AI Tools 298

AI Tools AI AI Artificial Intelligence 298

Analytics Vidhya

FEBRUARY 26, 2022

The data needs to be changed to preserve the class categories for better performance in […]. The post Text Data Augmentation in Natural Language Processing with Texattack appeared first on Analytics Vidhya.

Natural Language Processing 283

Natural Language Processing Data Science NLP Python 283

Analytics Vidhya

NOVEMBER 29, 2021

Introduction Consider the following scenario: you are a product manager who wants to categorize customer feedback into two categories: favorable and unfavorable. The post Implementation of Gaussian Naive Bayes in Python Sklearn appeared first on Analytics Vidhya.

Python 282

Python Categorization Data Science Machine Learning 282

IBM Journey to AI blog

JANUARY 23, 2024

A procurement advisor helps map across the gaps, typically resulting in a plan to advance category management, to develop a target operating model and surfacing other key opportunities where there is need to mobilize action. How is procurement linking stakeholders’ needs with the suppliers who can deliver the right capabilities?

AI Automation 221

AI Automation Automation Algorithm Generative AI 221

Analytics Vidhya

AUGUST 13, 2022

The first task you do with each ticket is to classify it into one of the categories you […]. The post Step-by-step Explanation of Text Classification appeared first on Analytics Vidhya.

Data Science 216

Data Science NLP Python Machine Learning 216

Analytics Vidhya

OCTOBER 26, 2021

For visualizing such a type of data, there are several different options to choose from like the pie charts, horizontal bar charts (that indicate percentages of the categories), waffle […]. The post How To Build A Treemap In 3 Ways Using Python appeared first on Analytics Vidhya.

Python 258

Python Categorization Data Science 258

Analytics Vidhya

MARCH 20, 2022

Audio classification is an Application of machine learning where different sound is categorized in certain categories. The post Music Genre Classification Project Using Machine Learning Techniques appeared first on Analytics Vidhya. In our previous blog, we have studied Audio classification using ANN and build a model from scratch.

Machine Learning 224

Machine Learning Categorization Data Science Python 224

Analytics Vidhya

JULY 1, 2022

This is an extensive article on sentiment analysis where our task will be to classify a set of tweets into two categories: racist/sexist non-racist/sexist What is Sentiment Analysis? The post Let’s Find Out the Sentiment of Tweets appeared first on Analytics Vidhya. Sentiment analysis (also […].

Data Science 208

Data Science NLP 208

Analytics Vidhya

OCTOBER 12, 2020

The post Sanitizing the Data – Merging Disparate Data Sources on Common Categories appeared first on Analytics Vidhya. Introduction In general terms, this article is going to be about data cleansing. Specifically, the process I would like to explore is actually a.

Deep Learning 271

Deep Learning Python 271

Analytics Vidhya

JANUARY 28, 2022

Usually, it is done to classify named entities mentioned in unstructured text into predefined categories. The post Named Entity Recognition App using Spacy, Gradio, and Hugging face Spaces appeared first on Analytics Vidhya. Named Entity Recognition(NER) has many […].

Data Science 219

Data Science NLP Python 219

Analytics Vidhya

FEBRUARY 22, 2022

Classification is a kind of technique where we classify the outcome into distinct categories whose range is usually finite. The post Approaching Regression with Neural Networks Using Tensorflow appeared first on Analytics Vidhya. Whereas a regression technique involves predicting a real number whose range is […].

Neural Network 208

Neural Network Machine Learning Data Science Deep Learning 208

Marktechpost

FEBRUARY 1, 2024

The accessible and customizable AgentBoard evaluation framework enables detailed analysis of agent abilities, emphasizing the significance of analytic evaluation for LLMs, including GPT-4 and promising open-weight code LLMs like DeepSeek LLM and Lemur. AgentBoard is a benchmark framework for evaluating LLMs as general-purpose agents.

LLM 109

LLM AI AI ML 109

IBM Journey to AI blog

SEPTEMBER 7, 2023

This is where harnessing artificial intelligence (AI) and data analytics can help. Companies that harness AI and data analytics can also make clean energy more viable overall by increasing their cost competitiveness over legacy energy sources. On average, 3.3 The latter can also help drive efficiency by lowering end-user energy use.

AI 236

AI AI Artificial Intelligence Artificial Intelligence 236

Analytics Vidhya

OCTOBER 2, 2019

Overview Here are eight ambitious data science projects to add to your data science portfolio We have divided these projects into three categories – The post Add Shine to your Data Science Resume with these 8 Ambitious Projects on GitHub appeared first on Analytics Vidhya.

Data Science 288

Data Science Big Data Computer Vision NLP 288

IBM Journey to AI blog

APRIL 10, 2023

This is Network Data and Analytics Function (NWDAF) in 5G Core, Radio Intelligent Controller (RIC) in O-RAN and SDN Controller in Software Defined Networks. They have performed many different Proof-of-Concepts, all focusing on the Analytics part of the model. We call this the Business Value Hypothesis.

Automation 152

Automation Data Mining Algorithm ML 152

AWS Machine Learning Blog

DECEMBER 4, 2023

In this post, we explain how we built an end-to-end product category prediction pipeline to help commercial teams by using Amazon SageMaker and AWS Batch , reducing model training duration by 90%. An effective solution to this problem is the prediction of product categories. Our results speak volumes about our approach’s effectiveness.

BERT 89

BERT Auto-complete Data Scientist Machine Learning 89

Marktechpost

APRIL 2, 2024

Challenges in AI Analytics One of artificial intelligence’s major obstacles is the difficulty of deriving useful insights from complicated and massive datasets. Dawn’s Innovative Solution Meet Dawn AI , a cool AI analytics start-up. One common name for this is the “data problem.”

Categorization 73

Categorization AI AI Artificial Intelligence 73

Unite.AI

MARCH 28, 2024

Moreover, AI-driven analytics enable manufacturers to unlock new levels of customization and personalization, catering to the diverse needs and preferences of consumers. The use of data isn’t enough to power this evolution, and manufacturers are also realizing the importance of bridging the physical and digital worlds.

Robotics 333

Robotics Natural Language Processing Artificial Intelligence Artificial Intelligence 333

IBM Journey to AI blog

DECEMBER 20, 2023

Machine learning types Machine learning algorithms fall into five broad categories: supervised learning, unsupervised learning, semi-supervised learning, self-supervised and reinforcement learning. They’re also part of a family of generative learning algorithms that model the input distribution of a given class or/category.

Machine Learning 187

Machine Learning Neural Network Algorithm Computer Vision 187

AWS Machine Learning Blog

MAY 30, 2024

It offers details of the extracted video information and includes a lightweight analytics UI for dynamic LLM analysis. LLMs can use the extraction data and perform analysis based on your instructions, making them flexible and extendable analytics tools that can support various use cases. Classify the video into IAB categories.

Generative AI 106

Generative AI Metadata AI AI 106

Unite.AI

SEPTEMBER 18, 2023

Deep learning frameworks can be classified into two categories: Supervised learning, and Unsupervised learning. For reference, the image below shows different evaluation metrics employed to derive the analytical results for the combined application of the blockchain and AI technologies.

Deep Learning 321

Deep Learning Artificial Intelligence Artificial Intelligence AI 321

AWS Machine Learning Blog

NOVEMBER 26, 2023

You can recommend actions such as enrolling in loyalty programs, signing up for a newsletter or magazine, exploring a new category, downloading an app, and other actions that encourage conversion. User A is a frequent buyer and has shopped mostly in the “Beauty & Grooming” and “Jewelry” categories in the past.

Machine Learning 75

Machine Learning ML Software Engineer Deep Learning 75

IBM Journey to AI blog

JANUARY 12, 2023

One Revelwood client in the healthcare industry asked us to create an allocation model for their IBM Planning Analytics environment. The organization has multiple product categories such as commercial products, Medicare products and Medicaid products. This Planning Analytics allocation model uses a two-step process.

AI 186

AI AI 186