Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction MapReduce is part of the Apache Hadoop ecosystem, a framework that develops large-scale data processing. Other components of Apache Hadoop include Hadoop Distributed File System (HDFS), Yarn, and Apache Pig. This component develops large-scale data processing using scattered and compatible algorithms in the […].

Data Science 395

Data Science Algorithm Big Data 395

DataRobot Blog

JULY 5, 2022

Real world problems are multidimensional and multifaceted. Location data is a key dimension whose volume and availability has grown exponentially in the last decade. At the confluence of cloud computing, geospatial data analytics, and machine learning we are able to unlock new patterns and meaning within geospatial data structures that help improve business decision-making, performance, and operational efficiency.

Machine Learning 103

Machine Learning Data Scientist AI AI 103

fast.ai

JULY 3, 2022

These are notes I took whilst preparing a paper on mask efficacy from Nov 2021 to Jan 2022. In the end, I gave up on the paper, because I felt like people had given up on masks, so there wasn’t much point in finishing it. I’ve decided to publish these notes in the hope some people will find them a useful starting point for their own research, and since I’ve noticed some signs in recent weeks that people might be open to avoiding COVID again.

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Dlabs.ai

JULY 7, 2022

It’s baking hot (at least, it is here in Poland!), so we’re going to freshen things up with the latest news in artificial intelligence. One of the recent trending topics was the revelation that Google might have developed sentient AI. According to one Google engineer, the software can think, even feel, meaning we might be closer than ever to seeing living AI right here on Earth.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Robotics Machine Learning 52

Speaker: David Warren and Kevin O’Neill Stoll

Transitioning to a usage-based business model offers powerful growth opportunities but comes with unique challenges. How do you validate strategies, reduce risks, and ensure alignment with customer value? Join us for a deep dive into designing effective pilots that test the waters and drive success in usage-based revenue. Discover how to develop a pilot that captures real customer feedback, aligns internal teams with usage metrics, and rethinks sales incentives to prioritize lasting customer eng

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction Nowadays, people around the world think about drones?—?and not just how fun they are to fly, but how much drones have improved our modern life. Source: [link] From delivering packages on demand to surveying disaster zones, drones are crucial to many businesses and […].

Artificial Intelligence 393

Artificial Intelligence Artificial Intelligence Data Science Automation 393

DeepMind

JULY 3, 2022

In our recent paper, published in Nature Human Behaviour, we provide a proof-of-concept demonstration that deep reinforcement learning (RL) can be used to find economic policies that people will vote for by majority in a simple game. The paper thus addresses a key challenge in AI research - how to train AI systems that align with human values.

AI Researcher 44

AI Researcher AI Research AI AI 44

Analytics Vidhya

JULY 7, 2022

The wait is now over! Here is your chance to share your knowledge with the world! After successful and insightful 21 Blogathons, Analytics Vidhya is back with yet another Data Science Blogathon with its 22nd edition that goes live from today! Introduction The Blogathon by Analytics Vidhya is organized with a simple mission to share […]. The post Data Science Blogathon 22nd Edition appeared first on Analytics Vidhya.

Data Science 387

Data Science 387

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction PCA, or Principal Component Analysis, is a term that is well-known to everyone. Notably employed for Curse of Dimensionality issues. In addition to this fundamental issue, there are other significant issues that we tackle in the PCA article. So, let’s start with […].

Data Science 393

Data Science Python Machine Learning 393

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction Datasets are to machine learning models what experiences are to human beings. Have you ever witnessed a strange occurrence? What exactly do you consider to be strange? What constitutes an odd event? Is it based on comparisons with uncommon circumstances or things that […].

Machine Learning 390

Machine Learning Data Science Data Analysis Algorithm 390

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Business Intelligence

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction An important application of deep learning and artificial intelligence is image classification. Image classification is the process of labeling images based on specific characteristics or features that they contain. The algorithm recognizes these qualities and utilizes them to distinguish between images and assign […].

Deep Learning 374

Deep Learning Artificial Intelligence Artificial Intelligence Data Science 374

Analytics Vidhya

JULY 4, 2022

This article was published as a part of the Data Science Blogathon. Introduction Academia is the integral coaching zone for humanity’s future talent and the development of new approaches toward our survival as human species in terms of task execution and thinking. The academic score is an indicator used for performance assessment and management by […].

Machine Learning 379

Machine Learning Data Science 379

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction This article shows how you can create and manage a Cloud SQL Database on Google Cloud Platform and further connect that database to any web application. This tutorial shows how you can join that database with a Django Application. By the end […]. The post Managing SQL Database on Google Cloud appeared first on Analytics Vidhya.

Data Science 381

Data Science 381

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction Face recognition is present in our society in an effusive way. These systems can help many organizations to improve their work environment or even working methods, for example: Helping police identify and locate suspects; Helping companies control access; Helping security guards identify […].

Data Science 360

Data Science Computer Vision Python 360

Speaker: Simran Kaur, Founder & CEO at Tattva Health Inc.

The healthcare landscape is being revolutionized by AI and cutting-edge digital technologies, reshaping how patients receive care and interact with providers. In this webinar led by Simran Kaur, we will explore how AI-driven solutions are enhancing patient communication, improving care quality, and empowering preventive and predictive medicine. You'll also learn how AI is streamlining healthcare processes, helping providers offer more efficient, personalized care and enabling faster, data-driven

AI

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Confusion Matrix In a situation where we want to make discrete predictions, we often wish to assess the quality of our model beyond simple metrics like the model’s accuracy, especially if we have many classes. Oftentimes, we turn to plots of confusion […].

Data Science 361

Data Science Python Machine Learning 361

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction Blockchain is a decentralized, distributed public ledger that lets us collaborate and coordinate the members that do not trust each other to make a secure transaction. Many of you understand blockchain as a bitcoin, but bitcoin is a cryptocurrency that takes the help […].

Data Science 366

Data Science 366

Analytics Vidhya

JULY 4, 2022

This article was published as a part of the Data Science Blogathon. Introduction Most of the time we may have seen that in the browser when we enter any pages, google asks us the “I am not a robot” checkbox. Did you ever think what is that, why ask like that? The answer is quite […]. The post Using Google reCAPTCHA to Secure API Endpoints appeared first on Analytics Vidhya.

Robotics 362

Robotics Data Science 362

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction Artificial Intelligence, Machine Learning and Data Science have been ruling the tech buzzword dictionary for the past couple few years. Whether movies depicting the threat of an algorithmic takeover or self-driving cars gradually taking over roads – Machine Learning has seeped into […].

Machine Learning 363

Machine Learning Data Science Artificial Intelligence Artificial Intelligence 363

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Imbalanced Datasets The accuracy achieved by many of the machine learning models using traditional statistical algorithms increases by just around 2% or so when the size of the training dataset is increased from 20% to 80%. But what about the classification algorithms […].

Algorithm 350

Algorithm Machine Learning Data Science Python 350

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction Investing Strategies are essential since they determine whether you gain or lose money. Investing strategies vary depending on the investor’s risk appetite and goals (long term or short term). Cryptocurrencies are a type of digital currency that may be utilized as payment […].

Python 350

Python Data Science 350

Analytics Vidhya

JULY 4, 2022

This article was published as a part of the Data Science Blogathon. Introduction With this Tableau tutorial, you’ll learn how to visualize data and derive valuable insights from raw data, making dashboards, reports, tables, and more. We will also go through topics like Tableau’s desktop, server, and the various component of Tableau. Tableau is a […].

Data Science 356

Data Science 356

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction Asides from dedication to discovery and exploration, to succeed in a Data Science project, you must understand the process and optimize it to ensure that the results are reliable and the project is easy to follow, maintain and modify where necessary. And […]. The post A Beginner’s Guide to Structuring Data Science Project’s Workflow appeared first on Analytics Vidhya.

Data Science 352

Data Science Python 352

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Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction Whether you speak of Twitter, Goodreads or Amazon?—?hardly is there a digital space not saturated with peoples’ opinions. In today’s world, it is crucial for organizations to dig into these opinions and get insights about their products or services. However, this data […].

Python 339

Python Data Science Machine Learning 339

Analytics Vidhya

JULY 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction You have surely come across images like this on the Internet and have read that they are quite valuable! Source: [link] But, why? Why are they so valuable and what is so special about them? Well, this is because they are NFTs. […]. The post A Comprehensive Overview Non-Fungible Tokens (NFT) appeared first on Analytics Vidhya.

Data Science 324

Data Science 324

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction to Naive Bayes Classifier Sentiment Analysis, alternatively known as “Opinion Mining,” has been buzzing recently. And researchers worldwide are constantly focussing on developing newer techniques and architectures that would allow easy detection of the underlying tone or sentiment of a particular text. […].

Data Science 306

Data Science Algorithm Machine Learning 306

Analytics Vidhya

JULY 5, 2022

This article was published as a part of the Data Science Blogathon. Introduction Since the dawn of this millennium, technology has seen rapid advancement. This has led to the introduction of many news channels across different media viz. electronic including online and television, and print media. An increase in the number of platforms and channels has […].

Machine Learning 325

Machine Learning Data Science Algorithm Python 325

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.

Generative AI

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction When you think of “robotics,” the first thing that comes to mind is cutting-edge modern technology. It is also frequently imagined as a mechanical system that can perform amazing feats and takes the form of a person, thanks to science fiction films. […].

Robotics 291

Robotics Machine Learning Automation Data Science 291

Analytics Vidhya

JULY 6, 2022

This article was published as a part of the Data Science Blogathon. Introduction This article will show how we can create a free student account on Microsoft Azure without any credit/debit card details and get $100 free for the first 12 months. The prerequisite is that you must have a school or university email address […]. The post Create a Virtual Machine for Free on Microsoft Azure appeared first on Analytics Vidhya.

Data Science 293

Data Science 293

Analytics Vidhya

JULY 3, 2022

This article was published as a part of the Data Science Blogathon. Introduction The trend of NFTs is quickly taking over the digital art and collectible world. Digital artists’ lives are changing drastically because they are selling a lot of work to a new crypto-audience. And, when famous people find a new way to connect […]. The post What is Non-Fungible Token (NFTs)?

Data Science 271

Data Science 271