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 400

Data Science Python Machine Learning 400

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: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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 396

Data Science Algorithm Big Data 396

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 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 396

Artificial Intelligence Artificial Intelligence Data Science Automation 396

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 396

Machine Learning Data Science Data Analysis Algorithm 396

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 390

Data Science 390

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Generative AI

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 389

Data Science 389

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 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 388

Machine Learning Artificial Intelligence Artificial Intelligence Data Science 388

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 380

Machine Learning Data Science 380

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

LLM

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 375

Robotics Data Science 375

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 371

Data Science 371

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 371

Deep Learning Artificial Intelligence Artificial Intelligence Data Science 371

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

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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 357

Data Science Computer Vision Python 357

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 357

Data Science Python 357

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 343

Python Data Science 343

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 343

Algorithm Machine Learning Data Science Python 343

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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 337

Python Data Science Machine Learning 337

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 329

Machine Learning Data Science Algorithm Python 329

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 315

Data Science 315

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 296

Data Science Algorithm Machine Learning 296

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Data Analysis

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 295

Data Science 295

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 284

Robotics Machine Learning Automation Data Science 284

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