Analytics Vidhya

JANUARY 18, 2022

Overview In this article, we will be analyzing the flight fare prediction using Machine Learning dataset using essential exploratory data analysis techniques then will draw some predictions about the price of the flight based on some features such as what type of airline it […].

Machine Learning 358

Machine Learning Data Analysis Data Science 358

Analytics Vidhya

OCTOBER 12, 2023

Introduction Machine learning is a highly developing domain of technology at present. This technology allows computer systems to learn and make decisions without technical programming. It has a variety of applications, including recognizing patterns, data analysis, and improving performance over time.

Machine Learning 336

Machine Learning Data Analysis ML AI 336

Analytics Vidhya

MAY 18, 2023

Data mining and machine learning are two closely related yet distinct fields in data analysis. What is data mining vs machine learning? This article aims to shed light on […] The post Data Mining vs Machine Learning: Choosing the Right Approach appeared first on Analytics Vidhya.

Data Mining 337

Data Mining Machine Learning Data Analysis Algorithm 337

Analytics Vidhya

JULY 24, 2022

Introduction Any data science task starts with exploratory data analysis to learn more about the data, what is in the data and what is not. Having knowledge of different pandas functions certainly helps to complete the analysis in time. Therefore, I have listed […].

Data Analysis 400

Data Analysis Data Science Python Machine Learning 400

Analytics Vidhya

MAY 29, 2022

This article was published as a part of the Data Science Blogathon. Introduction on Machine Learning Last month, I participated in a Machine learning approach Hackathon hosted on Analytics Vidhya’s Datahack platform. In this article, I will […].

Machine Learning 400

Machine Learning Data Science Data Analysis Python 400

Analytics Vidhya

SEPTEMBER 9, 2021

Any data science project starts with exploring the data. When we perform an analysis on a sample through exploratory data analysis and inferential statistics we get information about the sample. The post Everything you need to know about Hypothesis Testing in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 369

Machine Learning Data Science Data Analysis Python 369

Analytics Vidhya

JANUARY 25, 2023

Introduction Source – mccinnovations.com Do you ever wonder how companies develop and train machine learning models without experts? Well, the secret is in the field of Automated Machine Learning (AutoML).

Machine Learning 359

Machine Learning Automation Data Analysis Data Science 359

Analytics Vidhya

JULY 5, 2022

Introduction Datasets are to machine learning models what experiences are to human beings. The post Outliers and Overfitting when Machine Learning Models can’t Reason appeared first on Analytics Vidhya. Have you ever witnessed a strange occurrence? What exactly do you consider to be strange?

Machine Learning 396

Machine Learning Data Science Data Analysis Algorithm 396

Analytics Vidhya

JANUARY 13, 2023

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. There are three types of injuries in a target variable: minor, severe, […].

Machine Learning 394

Machine Learning Data Science Data Analysis Python 394

Analytics Vidhya

FEBRUARY 28, 2024

Introduction In the realm of data science, the initial step towards understanding and analyzing data involves a comprehensive exploratory data analysis (EDA). This process is pivotal for recognizing patterns, identifying anomalies, and establishing hypotheses.

Machine Learning 291

Machine Learning Data Analysis Data Science Python 291

Analytics Vidhya

JULY 14, 2023

Introduction As business data is growing more complicated with each passing day, advanced methods for understanding it are required. Traditional data analysis methods relied heavily on manual processes and limited computational capabilities. However, a new era has dawned with the emergence of AI tools.

Data Analysis 266

Data Analysis AI Tools Machine Learning AI 266

Analytics Vidhya

MARCH 9, 2023

Introduction Machine learning is a powerful tool for digital marketing that uses data analysis to predict consumer behavior and improve marketing campaigns. According to a […] The post 10 Ways to Use Machine Learning for Marketing in 2023 appeared first on Analytics Vidhya.

Machine Learning 316

Machine Learning Data Analysis Chatbots NLP 316

Analytics Vidhya

DECEMBER 21, 2023

Introduction Missing data is a common challenge in machine learning and data analysis. Handling it is crucial in data preprocessing for building accurate and reliable models. Scikit Learn is a savior if you face these issues very often.

Machine Learning 306

Machine Learning Data Analysis Data Science Artificial Intelligence 306

Analytics Vidhya

JUNE 17, 2022

Introduction to Geospatial Data Analysis Geospatial data is any type of data that has certain geographic factors like latitude, longitude, etc. The post A Beginner’s Guide to Geospatial Data Analysis appeared first on Analytics Vidhya.

Data Analysis 328

Data Analysis Data Science Machine Learning 328

Analytics Vidhya

OCTOBER 10, 2022

Introduction Exploratory Data Analysis, or EDA, examines the data and identifies potential relationships between variables using numerical summaries and visualisations. We use summary statistics and graphical tools to get to know our data and understand what we may deduce from them during EDA. […].

Data Analysis 319

Data Analysis Data Science Machine Learning 319

Analytics Vidhya

SEPTEMBER 23, 2021

The post Data Analysis and Price Prediction of Electric Vehicles appeared first on Analytics Vidhya. The situation is very alarming. It is time for the world to slowly adapt to electric vehicles. A lot of change needs to happen. Major carmakers like Tesla and Porsche manufacture […].

Data Analysis 367

Data Analysis Data Science Python Machine Learning 367

AI News

OCTOBER 15, 2024

Machine learning (ML) is revolutionising the way businesses operate, driving innovation, and unlocking new possibilities across industries. By leveraging vast amounts of data and powerful algorithms, ML enables companies to automate processes, make accurate predictions, and uncover hidden patterns to optimise performance.

Machine Learning 296

Machine Learning Chatbots Business Intelligence Automation 296

Analytics Vidhya

MAY 30, 2023

Introduction In the realm of machine learning, the veracity of data holds utmost significance in the triumph of models. Inadequate data quality can give rise to erroneous predictions, unreliable insights, and overall performance.

Machine Learning 324

Machine Learning Data Quality Data Analysis Algorithm 324

Analytics Vidhya

MARCH 27, 2023

Introduction Could the American recession of 2008-10 have been avoided if machine learning and artificial intelligence had been used to anticipate the stock market, identify hazards, or uncover fraud? The recent advancements in the banking and finance sector suggest an affirmative response to this question.

Machine Learning 380

Machine Learning Artificial Intelligence Artificial Intelligence AI 380

Analytics Vidhya

JANUARY 31, 2023

Introduction In today’s world, machine learning and artificial intelligence are widely used in almost every sector to improve performance and results. But are they still useful without the data? The machine learning algorithms heavily rely on data that we feed to them. The answer is No.

Machine Learning 318

Machine Learning Artificial Intelligence Artificial Intelligence Algorithm 318

Unite.AI

OCTOBER 2, 2024

Despite its vast potential, working with geospatial data presents significant challenges due to its size, complexity, and lack of standardization. Machine learning can analyze these datasets yet preparing them for analysis can be time-consuming and cumbersome.

Machine Learning 278

Machine Learning Convolutional Neural Networks Neural Network Data Scientist 278

Analytics Vidhya

NOVEMBER 30, 2023

This feature […] The post ChatGPT’s Code Interpreter: GPT-4 Advanced Data Analysis for Data Scientists appeared first on Analytics Vidhya. One of the most exciting features of ChatGPT is its ability to generate code snippets in various programming languages, including Python, Java, JavaScript, and C++.

Data Scientist 328

Data Scientist Data Analysis ChatGPT Python 328

Analytics Vidhya

NOVEMBER 1, 2023

The answer lies in clustering, a powerful technique in machine learning and data analysis. Clustering algorithms allow us to group data points based on their similarities, aiding in tasks ranging from customer segmentation to image analysis.

Machine Learning 264

Machine Learning Algorithm Data Analysis Artificial Intelligence 264

Analytics Vidhya

JUNE 21, 2023

Stress can be triggered by a variety of factors, such as work-related pressure, financial difficulties, relationship problems, health issues, or major life events. […] The post Machine Learning Unlocks Insights For Stress Detection appeared first on Analytics Vidhya.

Machine Learning 328

Machine Learning Data Analysis 328

Analytics Vidhya

MARCH 5, 2023

It is typically made up of HTML (Hypertext Markup Language), which provides the structure and content of the page, and CSS (Cascading Style Sheets), which provides the styling information for how the page should be presented to […] The post How to Classify Web Pages Using Machine Learning? appeared first on Analytics Vidhya.

Machine Learning 328

Machine Learning Data Analysis Algorithm Data Science 328

Analytics Vidhya

MARCH 26, 2023

Introduction Artificial intelligence (AI) and machine learning (ML) are in the best swing to help businesses sharpen their edge over their competitors in the market. The value of the machine learning industry is estimated to be US $209.91

Machine Learning 318

Machine Learning Artificial Intelligence Artificial Intelligence ML 318

Analytics Vidhya

APRIL 17, 2023

Introduction In the words of Nick Bostrom, “Machine learning is the last invention that humanity will ever need to make.” Let’s start etymologically; machine learning (ML) is a subset of artificial intelligence (AI) that trains systems to apply specific solutions rather than providing the solution itself.

Machine Learning 305

Machine Learning Artificial Intelligence Artificial Intelligence ML 305

AI News

NOVEMBER 13, 2024

Professionals wishing to get into this evolving field can take advantage of a variety of specialised courses that teach how to use AI in business, creativity, and data analysis. AI continues to transform industries, and having the right skills can make a significant difference to your career.

Prompt Engineer 304

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 304

Analytics Vidhya

FEBRUARY 7, 2023

Introduction Geospatial data analysis is the study of geography, maps, and spatial relationships. In simpler terms, it’s about analyzing and making sense of data with a location component, such as a city, country, or building.

Data Analysis 291

Data Analysis Data Science Python Machine Learning 291

Towards AI

JANUARY 24, 2025

Photo by Stephen Dawson on Unsplash How cool it sounds Machine Learning In Healthcare to you? Machine learning trying to get on things in healthcare. Would they really accept a machines verdict? Using machine learning techniques/algorithms, we would try to predict whether a patient has diabetes or not.

Machine Learning 105

Machine Learning Data Analysis Python Algorithm 105

Unite.AI

DECEMBER 24, 2024

Improving decision-making with predictive models and data analysis. Machine Learning Models for Data Analysis Employees may upload proprietary data to free or external machine-learning platforms to discover insights or trends. Generating insights that were once time-consuming to uncover.

Chatbots 278

Chatbots AI Tools AI AI 278

Unite.AI

NOVEMBER 29, 2024

Prescriptive AI uses machine learning and optimization models to evaluate various scenarios, assess outcomes, and find the best path forward. This capability is essential for fast-paced industries, helping businesses make quick, data-driven decisions, often with automation.

Algorithm 276

Algorithm AI AI Data Ingestion 276

Towards AI

DECEMBER 26, 2024

Improving your business is a daily and tedious task, but using competition data can provide interesting underlying insights. Data analysis lets you know how you stack against the competition and how to improve your assets, such as a website, opening hours, extra equipment, etc. This member-only story is on us.

Data Analysis 119

Data Analysis Python AI AI 119

Towards AI

DECEMBER 18, 2024

Photo by Mahdis Mousavi on Unsplash Do you want to get into machine learning? I have been in the Data field for over 8 years, and Machine Learning is what got me interested then, so I am writing about this! Youll learn faster than any tutorial can teach you. Forget deep learning for now.

Machine Learning 105

Machine Learning Neural Network Deep Learning Explainability 105

Analytics Vidhya

JUNE 8, 2023

Introduction Imagine you’re working on a dataset to build a Machine Learning model and don’t want to spend too much effort on exploratory data analysis codes. You may sometimes find it confusing to sort, filter, or group data to obtain the required information.

Data Analysis 371

Data Analysis Machine Learning LLM Generative AI 371

Unite.AI

NOVEMBER 6, 2024

Leveraging advanced machine learning algorithms, ARIA autonomously adjusts HVAC operations based on factors such as occupancy patterns, weather forecasts, and energy demand, ensuring efficient temperature control and air quality while minimizing energy waste.

AI Tools 306

AI Tools AI AI Machine Learning 306

Analytics Vidhya

JANUARY 20, 2024

In today’s edition, we delve into the fascinating world of machine learning with a focus on the popular Scikit-learn library, commonly known as Sklearn. Welcome to another exciting edition of the AI Quiz of the Day!

Machine Learning 387

Machine Learning Data Analysis AI AI 387