Analytics Vidhya

NOVEMBER 28, 2024

Enter the Data Analysis Agent, to automate analytical tasks, execute code, and adaptively respond to data queries. LangGraph, CrewAI, and AutoGen […] The post LangChain vs CrewAI vs AutoGen to Build a Data Analysis Agent appeared first on Analytics Vidhya.

Data Analysis 208

Data Analysis Automation AI AI 208

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

Analytics Vidhya

MARCH 16, 2024

Introduction Spreadsheets are essential tools for data analysis, but complex formulas can hold you back. That’s where Claude for Sheets, a revolutionary AI add-on from Anthropic, comes in. Ask questions directly in your spreadsheet and get insightful answers using natural language.

Data Analysis 342

Data Analysis AI AI AI Tools 342

Analytics Vidhya

MAY 4, 2024

Introduction While Tableau remains a popular choice for data visualization, its dominance is waning. The increasing importance of data analysis across industries has fueled the demand for versatile tools, leading to a surge in Tableau alternatives.

Data Analysis 328

Data Analysis Data Science 328

Analytics Vidhya

JULY 2, 2024

Introduction Nominal data is one of the most fundamental types of data in data analysis. This article examines nominal data’s characteristics, applications, and differences from other data types. Overview What is Nominal Data?

Data Analysis 319

Data Analysis 319

Analytics Vidhya

MARCH 7, 2024

Its significance lies in its ability to transform complex data into easily understandable visualizations, aiding in better decision-making processes. At its core, Tableau transcends the boundaries of traditional data analysis by providing an intuitive platform where users can seamlessly connect to […] The post What is Tableau?

Data Science 329

Data Science Data Analysis Deep Learning Artificial Intelligence 329

Analytics Vidhya

JUNE 19, 2024

They can be applied to data analysis, customer service, content creation, and other areas. Introduction LLMs are changing how we engage with technology today. These AI programs are able to comprehend and mimic human language. But for newcomers in particular, knowing how to use them could appear challenging.

Large Language Models 315

Large Language Models Data Analysis AI AI 315

Analytics Vidhya

JANUARY 20, 2024

Sklearn is a powerful tool for data analysis and machine learning, offering a wide range of modules that simplify […] The post Quiz of the Day (Scikit-learn) # 14 appeared first on Analytics Vidhya.

Machine Learning 387

Machine Learning Data Analysis AI AI 387

Analytics Vidhya

MARCH 27, 2024

Window Functions are a powerful tool for analyzing data and can help you gain insights you may not have seen otherwise. By understanding how to use Window Functions in Spark; you can take your data analysis skills to the next level […] The post Working with Window Functions in PySpark appeared first on Analytics Vidhya.

Data Analysis 319

Data Analysis 319

Analytics Vidhya

SEPTEMBER 5, 2023

The foundational data management, analysis, and visualization tool, Microsoft Excel, has taken a significant step forward in its analytical capabilities by incorporating Python functionality.

Python 345

Python Data Analysis Machine Learning 345

Analytics Vidhya

JUNE 9, 2024

Introduction Microsoft Excel and Google Sheets are two of the most basic and commonly used tools for data analysis. They offer various built-in functions that help in making statistical computations in every industry. One such function is the CONFIDENCE function. This formula calculates the confidence intervals for a sample dataset.

Data Analysis 306

Data Analysis 306

Analytics Vidhya

APRIL 5, 2024

A massive community with libraries for machine learning, sleek app development, data analysis, cybersecurity, and more. This article is […] The post Top 40 Python Libraries for AI, ML and Data Science appeared first on Analytics Vidhya. Known for its beginner-friendliness, you can dive into AI without complex code.

Data Science 369

Data Science Python ML Data Analysis 369

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

FEBRUARY 14, 2024

NVIDIA unveils Chat with RTX, a novel AI chatbot designed to revolutionize data analysis on Windows PCs. This innovative tool empowers users to interact with their documents and YouTube videos locally, leveraging the power of NVIDIA RTX GPUs. Let’s delve into the features and potential of this exciting new development.

AI Chatbots 305

AI Chatbots Chatbots Data Analysis AI 305

Analytics Vidhya

JULY 9, 2024

Introduction In the realm of data analysis and manipulation, Excel remains a powerhouse tool. Among its many features, the TRANSPOSE function stands out for its ability to reorganize data quickly and efficiently.

Data Scientist 291

Data Scientist Data Analysis AI AI 291

Analytics Vidhya

AUGUST 17, 2024

ipynb files) are widely used for data analysis, scientific computing, and interactive coding. While these notebooks are great for development and sharing code with other data scientists, there are times when you need to convert them to a more universally readable format like PDF. Introduction Jupyter Notebooks (.ipynb

Data Scientist 297

Data Scientist Data Analysis Python AI 297

Analytics Vidhya

JANUARY 29, 2024

Introduction Machine learning has revolutionized the field of data analysis and predictive modelling. With the help of machine learning libraries, developers and data scientists can easily implement complex algorithms and models without writing extensive code from scratch.

Machine Learning 353

Machine Learning Data Scientist Data Analysis Algorithm 353

Analytics Vidhya

FEBRUARY 29, 2024

Introduction Data visualization is a pivotal aspect of data analysis, offering an intuitive understanding of complex data through graphical representation.

Data Analysis 291

Data Analysis Python Machine Learning 291

Analytics Vidhya

AUGUST 5, 2024

Enter the ROUND function in Microsoft Excel—a versatile tool transforming numerical data into precise, readable, and professional results. appeared first on Analytics Vidhya.

Data Analysis 290

Data Analysis 290

Analytics Vidhya

DECEMBER 6, 2023

Introduction The year 2023 has been a pivotal chapter, shaping the landscape of data analysis and insight generation. As we step into the promising horizon of 2024, data analytics beckons with fresh opportunities and evolving challenges.

Data Analysis 314

Data Analysis Data Science Python 314

Analytics Vidhya

JANUARY 27, 2024

A DataFrame is a two-dimensional labeled data structure with columns of potentially different types. In data analysis, creating a DataFrame is often […] The post 10 Ways to Create Pandas Dataframe appeared first on Analytics Vidhya. It is similar to a table in a relational database or a spreadsheet in Excel.

Python 340

Python Data Analysis Deep Learning Data Science 340

Analytics Vidhya

DECEMBER 22, 2023

This article aims to provide an in-depth analysis of Google Gemini, its features, usage, and integration with artificial intelligence (AI). Google Gemini is a powerful tool that streamlines data analysis and visualization. […] The post What is Google Gemini? What is Google Gemini?

Artificial Intelligence 337

Artificial Intelligence Artificial Intelligence Data Analysis Data Science 337

Analytics Vidhya

DECEMBER 21, 2023

Introduction The Pandas Library is a powerful tool in the data analysis ecosystem; it provides a wide range of functions that transform raw data into insightful revelations.

Data Scientist 306

Data Scientist Data Analysis Deep Learning Data Science 306

Analytics Vidhya

FEBRUARY 9, 2024

Introduction In the world of data analysis and statistics, visualizations play a crucial role in understanding the underlying patterns and outliers within datasets. One such powerful visualization tool is the boxplot, a box-and-whisker plot.

Data Analysis 336

Data Analysis Python 336

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. It can lead to biased results and inaccurate predictions if not correctly addressed. 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

APRIL 20, 2024

LLM development has accelerated in recent years, leading to widespread use in tasks like complex data analysis and natural language processing. These complex algorithms enhance human capabilities and promote efficiency and creativity across various sectors.

LLM 328

LLM Large Language Models Natural Language Processing Data Analysis 328

Analytics Vidhya

JANUARY 9, 2024

Introduction Pandas is a powerful data manipulation library in Python that provides various functionalities to work with structured data. One common task in data analysis is to add a new column to an existing DataFrame in Pandas. Why […] The post How to Add a New Column to an Existing DataFrame in Pandas?

Python 329

Python Data Analysis AI AI 329

Analytics Vidhya

JANUARY 10, 2024

Introduction Git is a powerful version control system that plays a crucial role in managing and tracking changes in code for data science projects. Whether you’re working on machine learning models, data analysis scripts, or collaborative projects, understanding and utilizing Git commands is essential.

Data Science 329

Data Science Data Analysis Machine Learning Deep Learning 329

Analytics Vidhya

JULY 19, 2024

Imagine a world where customer service chatbots not only understand but anticipate your needs, or where complex data analysis tools provide insights instantaneously. To unlock such potential, businesses must master […] The post Optimizing AI Performance: A Guide to Efficient LLM Deployment appeared first on Analytics Vidhya.

LLM 329

LLM Large Language Models Artificial Intelligence Artificial Intelligence 329

Analytics Vidhya

MARCH 22, 2024

Introduction At the heart of data science lies statistics, which has existed for centuries yet remains fundamentally essential in today’s digital age. Because basic statistics concepts are the backbone of data analysis, enabling us to make sense of the vast amounts of data generated daily.

Data Science 327

Data Science Data Analysis 327

Analytics Vidhya

MARCH 31, 2024

Introduction Artificial Intelligence revolutionizes various fields such as networking, multi-dimensional data exploration, genomics, and sensor data analysis, increasing the demand for advanced data visualization tools.

Python 324

Python Artificial Intelligence Artificial Intelligence Data Analysis 324

Analytics Vidhya

MARCH 7, 2024

From virtual assistants to advanced data analysis tools, these AI products are not just cutting-edge novelties; […] The post Top 10 AI Products to Use in 2024 appeared first on Analytics Vidhya.

Artificial Intelligence 324

Artificial Intelligence Artificial Intelligence Data Analysis AI 324

Analytics Vidhya

APRIL 15, 2024

From ChatGPT, which helps in copywriting, data analysis, and summarizing complex research papers, to Midjourney for generating high-definition images with a single prompt, and GitHub Copilot for […] The post 5 MIND-BLOWING AI Tools that Feel Illegal to Know appeared first on Analytics Vidhya.

AI Tools 326

AI Tools Data Analysis ChatGPT AI 326

Analytics Vidhya

JANUARY 31, 2024

As a popular data manipulation library in Python, Pandas offers a wide range of functionalities for data analysis and preprocessing. Introduction Performance optimization is crucial when working with large datasets in Pandas.

Data Analysis 319

Data Analysis Python 319

Analytics Vidhya

MAY 23, 2024

With the help of machine learning algorithms and real-time data analysis, Mastercard’s AI […] The post Mastercard AI: It Detects Compromised Cards Faster, Thwarting Criminals appeared first on Analytics Vidhya.

Artificial Intelligence 319

Artificial Intelligence Artificial Intelligence Data Analysis Machine Learning 319

Analytics Vidhya

JANUARY 29, 2024

Introduction Saving a Pandas dataframe as a CSV file is crucial in data analysis and science projects, facilitating easy data sharing and access across various applications. This article delves into essential elements such as file path configuration, delimiter customization, handling missing values, and memory optimization.

Data Analysis 318

Data Analysis 318