Analytics Vidhya

MAY 23, 2023

A robotics business financed by OpenAI defeats Elon Musk’s Tesla in the race to market humanoid robots with AI capabilities. After successfully using EVE, the humanoid robot, as security guards, the firm 1X aims to use them in hospices and senior care homes. Meet EVE – The Robot Capable of Performing Nursing and Bartending Tasks […] The post OpenAI-backed Startup Beats Tesla with AI-Enabled Humanoid Robots appeared first on Analytics Vidhya.

Finance 275

Finance Analytics Marketing Technology 275

Analytics Vidhya

MAY 22, 2023

Generative AI has taken the world by storm. Its ability to create new data and innovate ideas has revolutionized the field of AI. Generative AI has captured the interest of people with its unparalleled creativity. It has led to the development of numerous applications and opened up the gateway to infinite possibilities. Are you curious […] The post The Best Roadmap to Learn Generative AI in 2023 appeared first on Analytics Vidhya.

Analytics 286

Analytics IT Modeling 286

Analytics Vidhya

MAY 22, 2023

Introduction The importance of “data” in today’s world is something we do not need to emphasize. As of 2023, the data generated has touched over 120 zettabytes! This is far more than what we can imagine. What’s more surprising is that the number will cross 180 within the next two years. This is why data […] The post Top 10 GitHub Data Science Projects For Beginners appeared first on Analytics Vidhya.

Data Science 264

Data Science Analytics Deep Learning Machine Learning 264

Analytics Vidhya

MAY 22, 2023

Researchers from Google, the Max Planck Institute of Informatics, and MIT CSAIL have recently released a new AI technique. It allows users to manipulate images in seconds with just a click and drag. The new DragGAN is an AI editing tool that leverages a pre-trained GAN (Generative Adversarial Network) to synthesize ideas that precisely follow […] The post DragGAN: Google Researchers Unveil AI Technique for Magical Image Editing appeared first on Analytics Vidhya.

Informatics 194

Informatics Analytics IT 194

Analytics Vidhya

MAY 9, 2023

Following claims of massive losses sustained in building their most recent product, ChatGPT, OpenAI, the AI research firm co-founded by tech titans like Elon Musk and Sam Altman, is making headlines. According to a recent story by The Information, the development of this technology apparently came at a high cost, with losses almost doubling to […] The post How OpenAI Lost Half a Billion Dollars Due to ChatGPT?

Analytics 316

Analytics Technology 316

Analytics Vidhya

MAY 3, 2023

With the advancement in artificial intelligence, newer methods of reading the human mind will be at play in 2023. Scientists at the University of Texas at Austin have announced a breakthrough in non-invasive brain activity mapping. The team has developed an AI model using fMRI that can translate brain activity into text. It uses a […] The post AI Model That Can Translate Brain Activity into Text appeared first on Analytics Vidhya.

Modeling 300

Modeling Analytics IT Technology 300

Analytics Vidhya

MAY 3, 2023

Artificial intelligence (AI) has been a hot topic for quite some time now. The hype around AI has hit a fever pitch over the past few months due to excitement about ChatGPT, the popular AI chatbot, and the role of AI in the digital economy. While many believe that we’ve entered the fiber optic world […] The post We’re in the AOL Phase of Artificial Intelligence, Says Tech CEO as Industry Raves About AI appeared first on Analytics Vidhya.

Analytics 211

Analytics Modeling Technology 211

Analytics Vidhya

APRIL 28, 2023

Introduction Welcome to the revolutionary DataHour sessions, where you can elevate your understanding of data-driven technologies, including Data Science, to the next level. Bid farewell to tedious sessions which put you to sleep as we introduce a refreshing approach to learning. Our sessions cover various topics, from evaluating your Machine Learning model to an overview […] The post Let’s Be DataHour Ready With Upcoming Sessions appeared first on Analytics Vidhya.

Data Science 252

Data Science Machine Learning Data-driven Analytics 252

Analytics Vidhya

APRIL 28, 2023

Introduction Apache Kafka is an open-source publish-subscribe messaging application initially developed by LinkedIn in early 2011. It is a famous Scala-coded data processing tool that offers low latency, extensive throughput, and a unified platform to handle the data in real-time. It is a message broker application and a logging service that is distributed, segmented, and […] The post A Detailed Guide of Interview Questions on Apache Kafka appeared first on Analytics Vidhya.

Data Processing 232

Data Processing Analytics Publishing Big Data 232

Analytics Vidhya

APRIL 27, 2023

Introduction In today’s digital world, data is probably the most vital resource for all businesses that want to make informed decisions. This is where data science comes in— a field of study that relies on historical data and extracts insights from it using statistical and computational methods. As data is everywhere, data science is essential […] The post Top 10 Data Science Companies You Should Know appeared first on Analytics Vidhya.

Data Science 266

Data Science Statistics Analytics Machine Learning 266

Analytics Vidhya

APRIL 23, 2023

Introduction Deploying Containers has been a widespread trend in many businesses in recent years. Applications are Containerized and deployed on the Cloud. Containerization provides an operating system and application isolation. These can even get scaled automatically based on the traffic it gets. There are many cloud platforms that developers can work with to host running […] The post Azure Container Instances for Single Container Deployments appeared first on Analytics Vidhya.

Analytics 251

Analytics Data Processing IT 251

Analytics Vidhya

APRIL 20, 2023

Introduction Data is revamping the way businesses work. After all, it is all about the various facts and figures that help organizations design their strategies. However, large data repositories require a professional to simplify, express and create a data model that can be easily stored and studied. And here comes the role of a Data […] The post Data Modeling Interview Questions appeared first on Analytics Vidhya.

Modeling 233

Modeling Analytics Strategy Data Warehouse 233

Analytics Vidhya

APRIL 21, 2023

AI has become a teacher, guide, friend and even more to people worldwide. Holding answers to almost every question and the ability to ‘think’, it has astonishingly even passed multiple exams curated to identify the human mindset and thought process. The AI revolution is here! But will it last, or will another human innovation tread […] The post This is How Experts Predict the Future of AI appeared first on Analytics Vidhya.

Analytics 302

Analytics Machine Learning Big Data Data Science 302

Analytics Vidhya

MARCH 16, 2023

Introduction This article will be a deep guide for Beginners in Apache Oozie. Apache Oozie is a workflow scheduler system for managing Hadoop jobs. It enables users to plan and carry out complex data processing workflows while handling several tasks and operations throughout the Hadoop ecosystem. Users of Oozie can describe dependencies between various jobs […] The post Introduction to Apache Oozie appeared first on Analytics Vidhya.

Data Processing 295

Data Processing Analytics Management Big Data 295

Analytics Vidhya

MARCH 15, 2023

Introduction You’ve probably wondered how banks are able to decide precisely who gets a loan and who doesn’t. Despite dealing with thousands of different applicants, their systems are always equipped to make the appropriate decisions. Not only that, but they can make those decisions very quickly and accurately. By evaluating the characteristics of loan applicants, […] The post Concept Learning: Key to Better and Faster Decisions!

Analytics 250

Analytics Data Science Statistics 250

Analytics Vidhya

MARCH 2, 2023

Introduction Let me take you into the universe of chi-square tests and how we can involve them in Python with the scipy library. We’ll be going over the chi-square integrity of the fit test. Whether the reader is just starting or an accomplished information examiner, this guide will outfit you with pragmatic models and experiences […] The post Discovering Insights with Chi Square Tests: A Hands-on Approach in Python appeared first on Analytics Vidhya.

Testing 261

Testing Analytics Modeling Statistics 261

Analytics Vidhya

FEBRUARY 25, 2023

Introduction A data lake is a centralized and scalable repository storing structured and unstructured data. The need for a data lake arises from the growing volume, variety, and velocity of data companies need to manage and analyze. Data lakes provide a way to store and process large amounts of raw data in its original format, […] The post Setting up Data Lake on GCP using Cloud Storage and BigQuery appeared first on Analytics Vidhya.

Data Lake 162

Data Lake Unstructured Data Analytics Management 162

Analytics Vidhya

FEBRUARY 25, 2023

Introduction Welcome to the fascinating world of stock market anomaly detection! In this project, we’ll dive into the historical data of Google’s stock from 2014-2022 and use cutting-edge anomaly detection techniques to uncover hidden patterns and gain insights into the stock market. By identifying outliers and other anomalies, we aim to understand stock market trends […] The post Anomaly Detection on Google Stock Data 2014-2022 appeared first on Analytics Vidhya.

Analytics 292

Analytics Marketing Deep Learning Data Science 292

Analytics Vidhya

FEBRUARY 25, 2023

Introduction Artificial Intelligence is the ability of a computer to work or think like humans. So many Artificial Intelligence applications have been developed and are available for public use, and chatGPT is a recent one by Open AI. ChatGPT is an artificial intelligence model that uses the deep model to produce human-like text. It predicts […] The post Learning the Basics of Deep learning, ChatGPT, and Bard AI appeared first on Analytics Vidhya.

Deep Learning 313

Deep Learning Analytics Modeling Machine Learning 313

Analytics Vidhya

FEBRUARY 21, 2023

Introduction Nowadays, the corporate environment changes according to technology. Organizations are converting them to cloud-based technologies for the convenience of data collecting, reporting, and analysis. This is where data warehousing is a critical component of any business, allowing companies to store and manage vast amounts of data. It provides the necessary foundation for businesses to […] The post Important Keras Questions for Cracking Analytics Interviews appeared first on Analyt

Analytics 188

Analytics Data Collection Technology Reporting 188

Analytics Vidhya

FEBRUARY 16, 2023

Introduction Global transformations are taking place to get the most out of the data because of the widespread deployment of smart meters, which present more than 16 million in the United Kingdom. Aim of researchers and utilities are Timely and accurate billing, a better understanding of home energy use, easing the transition to renewable energy […] The post Role of Artificial Intelligence in Smart Meters appeared first on Analytics Vidhya.

Analytics 281

Analytics Machine Learning Modeling 281

Analytics Vidhya

FEBRUARY 15, 2023

Introduction You have a dataset, did extensive data analysis, and built a model around it; now, what? The next step will be to deploy the model on a server, so your model will be accessible to the general public or your development team to integrate it with the app. This article is perfect if you […] The post Build And Deploy an ML App Using Streamlit, Docker and GKE appeared first on Analytics Vidhya.

Modeling 233

Modeling Analytics Machine Learning IT 233

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. For example, let’s say you’re a city planner and want to find the best location for a new park. Geospatial […] The post Implementing Geospatial Data Analysis in Data Science: Techniques, Challenges, Trends, and Best Practices appeared first on Analy

Data Science 251

Data Science Analytics Machine Learning IT 251

Analytics Vidhya

FEBRUARY 7, 2023

Introduction Explore the exciting world of cloud computing! This blog post will overview the different cloud platform types, their benefits, and their uses. Everyone, from beginners to experts, will be able to gain insight into the types of cloud computing platforms that best fits their needs. Gather the information you need to make the best […] The post Types of Cloud Computing Platforms appeared first on Analytics Vidhya.

Analytics 280

Analytics 280

Analytics Vidhya

FEBRUARY 6, 2023

Introduction While working with multiple projects, there are chances of issues with versions of packages in python; for example, a project needs a new version of a package, and another requires a different version. Sometimes the python version itself changes from project to project. Managing these different python versions and different versions of packages is […] The post Isolated Python Environments using Docker appeared first on Analytics Vidhya.

Analytics 251

Analytics Management 251

Analytics Vidhya

FEBRUARY 6, 2023

Introduction Deep learning has revolutionized computer vision and paved the way for numerous breakthroughs in the last few years. One of the key breakthroughs in deep learning is the ResNet architecture, introduced in 2015 by Microsoft Research. In this article, we will discuss the ResNet architecture and its significance in the field of computer vision. […] The post Deep Residual Learning for Image Recognition (ResNet Explained) appeared first on Analytics Vidhya.

Deep Learning 300

Deep Learning Analytics IT Technology 300

Analytics Vidhya

FEBRUARY 6, 2023

Introduction A design pattern is simply a repeatable solution for problems that keep on reoccurring. The pattern is not an actual code but a template that can be used to solve problems in different situations. Especially while working with databases, it is often considered a good practice to follow a design pattern. This ensures easy […] The post What are Data Access Object and Data Transfer Object in Python?

Analytics 258

Analytics IT 258

Analytics Vidhya

FEBRUARY 4, 2023

Introduction Agriculture is the main source of food in India. During the crop cycle, many plant diseases can occur and can affect the crop. Identification and classification of plant disease at the leaf level is a crucial part of crop management and is important in the early detection and diagnosis of plant diseases. Traditionally, the […] The post Plant Disease Classification using AlexNet appeared first on Analytics Vidhya.

Analytics 233

Analytics Management Deep Learning 233

Analytics Vidhya

FEBRUARY 2, 2023

Introduction Say Goodbye to Your Search for the Perfect Data Science Learning Platform – Analytics Vidhya is Here! Discover Analytics Vidhya, Your Ultimate Data Science Destination! Our focus is on empowering our community and providing opportunities for professional growth. DataHour sessions are Expert-Led workshops designed to enhance your knowledge and skills.

Data Science 231

Data Science Analytics 231

Analytics Vidhya

FEBRUARY 2, 2023

Introduction The Google Cloud Platform (GCP) is well-known for having the most challenging interview questions. Due to the strong demand for professionals in this field, job interviews are particularly challenging. When preparing for a GCP interview, it’s important to understand its key features, services, and best practices. The following questions will help you understand what […] The post Top 10 Google Cloud Platform (GCP) Interview Questions appeared first on Analytics Vidhya.

Analytics 246

Analytics IT Technology 246

Analytics Vidhya

JANUARY 27, 2023

Introduction There are many emerging trends in the tech world, and Machine Learning is one of them. Machine Learning is a subset of Artificial Intelligence where a computer learns from data and analyses its patterns to predict an outcome. Usually, Machine Learning models are trained on big chunks of data to analyze the patterns where […] The post How is TinyML Used for Embedding Smaller Systems?

Machine Learning 306

Machine Learning Analytics Modeling IT 306

Analytics Vidhya

JANUARY 25, 2023

Introduction Redis OM is a widely used in-memory database deployed as a cache or database and message broker. It is well-suited for high-performance, real-time applications that need low-latency data access. Redis supports several data types, including strings, lists, sets, and hyperloglogs. Redis-py is one of the most used Redis Clients for python to access the Redis […] The post Introduction to Redis OM in Python appeared first on Analytics Vidhya.

Analytics 319

Analytics IT Management 319

Analytics Vidhya

JANUARY 21, 2023

Introduction Data science is a rapidly growing field with many career opportunities. Data scientists are at the forefront of solving complex problems using data-driven approaches, from predicting market trends to developing personalized recommendations. To succeed in this field, you’ll need a strong foundation in mathematics, statistics, and computer science and the ability to work with […] The post The Ultimate Guide to Choosing the Best Data Science Course to Boost Your Career in 2

Data Science 277

Data Science Data-driven Statistics Analytics 277

Analytics Vidhya

JANUARY 20, 2023

Introduction If you are looking for a platform where you can learn about Data Science, then look no more! Analytics Vidhya is the one. We have always kept our community at the centre stage of the ecosystem. In mind, Analytics Vidhya has launched the DataHour sessions, which will improve your domain knowledge and help you […] The post Unlock Learnings with the January DataHour Sessions!

Data Science 285

Data Science Analytics Statistics 285

Analytics Vidhya

JANUARY 1, 2023

Introduction With the changing world, it is important for companies to transform accordingly. One of the most widely used technologies used these days is cloud computing. The adoption of cloud computing has been increasing rapidly. Either company has already adopted it or is moving towards adopting it. The advantages that cloud computing provides are immaculate. […].

Analytics 285

Analytics Technology Machine Learning IT 285

Analytics Vidhya

DECEMBER 10, 2022

This article was published as a part of the Data Science Blogathon. Introduction Cloud computing is an internet-based emerging computing paradigm that provides a way to deliver computing resources. These resources include databases, applications, analytics, computing, servers, storage, networking, development, and intelligence. Cloud Computing provides automation and standardization to make computing resources easier to use […].

Data Science 283

Data Science Analytics Publishing Deep Learning 283

Analytics Vidhya

NOVEMBER 25, 2022

Introduction In a continually disruptive space of data science, life sciences, and analytics, staying abreast with the newest trends and happenings in the industry is vital. In an endeavour to keep the audiences engaged and updated, Fractal hosts a series of podcasts frequently with the mavericks of the data science industry. Sagar Shah, the Client Partner […].

Data Science 237

Data Science Analytics Data Processing 237