Analytics Vidhya

OCTOBER 16, 2022

This article was published as a part of the Data Science Blogathon. Introduction Niti Ayog, one of the transforming national institutions, has published an article on Blockchain use cases in India. Few questions about Blockchain, why Blockchain, and how we can deploy our applications through the docker and Kubernetes we should know. Objectives We will discuss […].

Data Science 395

Data Science 395

DataRobot Blog

OCTOBER 18, 2022

Organizations are looking for AI platforms that drive efficiency, scalability, and best practices, trends that were very clear at Big Data & AI Toronto. The DataRobot expo booth at the 2022 conference showcased our AI Cloud platform with industry-specific demonstrations including Anti-Money Laundering for Financial Services , Predictive Maintenance for Manufacturing and Sales Forecasting for Retail.

Big Data 96

Big Data Data Drift AI AI 96

DeepMind

OCTOBER 19, 2022

We’ve partnered with Google Cloud over the last few years to apply our AI research for making a positive impact on core solutions used by their customers. Here, we introduce a few of these projects, including optimising document understanding, enhancing the value of wind energy, and offering easier use of AlphaFold.

AI Research 63

AI Research AI Researcher AI AI 63

Kavita Ganesan

OCTOBER 21, 2022

Of late, we’ve been hearing about Twitter bots in the news due to the whole saga of Elon Musk buying Twitter. One of the reasons the deal took so long to pan out was Musk’s concerns about the number of spam bots running rampant on the platform. While Musk believes that bots make up more than 20% of accounts on Twitter, Twitter states that the number of bots on its platform is marginal.

ML 52

ML Machine Learning AI Strategy NLP 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

OCTOBER 16, 2022

This article was published as a part of the Data Science Blogathon. Introduction Graph machine learning is quickly gaining attention for its enormous potential and ability to perform extremely well on non-traditional tasks. Active research is being done in this area (being touted by some as a new frontier of machine learning), and open-source libraries […].

Machine Learning 392

Machine Learning Data Science Deep Learning 392

Explosion

OCTOBER 17, 2022

Library for clinical NLP with spaCy. Contribute to medspacy/medspacy development by creating an account on GitHub.

NLP 40

NLP 40

O'Reilly Media

OCTOBER 18, 2022

A recently passed law in New York City requires audits for bias in AI-based hiring systems. And for good reason. AI systems fail frequently, and bias is often to blame. A recent sampling of headlines features sociological bias in generated images , a chatbot , and a virtual rapper. These examples of denigration and stereotyping are troubling and harmful, but what happens when the same types of systems are used in more sensitive applications?

AI 119

AI AI LLM Algorithm 119

Analytics Vidhya

OCTOBER 18, 2022

This article was published as a part of the Data Science Blogathon. Introduction Biopharmaceutical Industries are the fastest growing industries after considering the basic need for the healthy life of humans and animals. Based on the available literature, the author has identified six major thrust areas of the Biopharmaceutical industry, which has summarized in the […].

Data Science 391

Data Science 391

Analytics Vidhya

OCTOBER 16, 2022

This article was published as a part of the Data Science Blogathon. Introduction Support vector machine is one of the most famous and decorated machine learning algorithms in classification problems. The heart and soul of this algorithm is the concept of Hyperplanes where these planes help to categorize the high dimensional data which are either […].

Categorization 386

Categorization Algorithm Machine Learning Data Science 386

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Introduction Cough Audio analysis, one of the breakthroughs of AI in healthcare, often proves valuable in diagnosing respiratory and lung diseases. COVID-19 (Coronavirus Disease 2019) has had devastating effects on humanity, making early detection in patients imperative for its treatment.

Data Science 385

Data Science AI AI Artificial Intelligence 385

Analytics Vidhya

OCTOBER 17, 2022

This article was published as a part of the Data Science Blogathon. Source: Canva Introduction The GoogleAI researchers presented a frame interpolation algorithm synthesising a sharp slow-motion video […]. The post FILM Model: Scale-Agnostic NN Architecture for Creating High-Quality Slow-Motion Videos appeared first on Analytics Vidhya.

Data Science 382

Data Science Algorithm Neural Network Artificial Intelligence 382

Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Introduction Most existing research on Twitter spam focuses on account blocking or identifying and blocking spam users or spammers. To detect spam users, we can use traditional machine learning algorithms that use information from users’ tweets, demographics, shared URLs, and social connections as features. […].

Natural Language Processing 380

Natural Language Processing Data Science Machine Learning Algorithm 380

Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Introduction Artificial intelligence is one of the most talked-about technologies in recent years. It has been a hot topic for many tech companies, investors, and entrepreneurs who are trying to find ways to use it to improve their businesses or lives. However, not […]. The post How AI Can Improve Your Life In The Next 5 Years?

Artificial Intelligence 370

Artificial Intelligence Artificial Intelligence Data Science AI 370

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

OCTOBER 15, 2022

This article was published as a part of the Data Science Blogathon. Introduction Representational State Transfer (REST) is an architectural paradigm for designing online applications based on the Hypertext Transfer Protocol (HTTP). A REST API, often known as a RESTful API, adheres to REST principles. In a REST API, all data are represented by a […].

Data Science 370

Data Science 370

Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Introduction Hey Folks !! In this article, we will discuss implementing a face detector using Haar Cascade in OpenCV python. In the last article, we talked about real-time object classification; if you haven’t checked it yet, the link is here. Identifying a given […]. The post Face Detection using Haar-Cascade using Python appeared first on Analytics Vidhya.

Python 373

Python Data Science Computer Vision 373

Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Introduction Missing data in machine learning is a type of data that contains null values, whereas Sparse data is a type of data that does not contain the actual values of features; it is a dataset containing a high amount of zero or […]. The post Dealing with Sparse Datasets in Machine Learning appeared first on Analytics Vidhya.

Machine Learning 369

Machine Learning Data Science Big Data Python 369

Analytics Vidhya

OCTOBER 15, 2022

This article was published as a part of the Data Science Blogathon. Introduction Data from different sources are brought to a single location and then converted into a format that the data warehouse can process and store. For example, a company stores data about its customers, products, employees, salaries, sales, and invoices. A boss may […].

Data Science 360

Data Science 360

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

OCTOBER 18, 2022

This article was published as a part of the Data Science Blogathon. Introduction NFTs, NFTs, NFTs! If you have been in the crypto space for even a short period, you may have heard of the term NFTs. NFTs are Non-Fungible tokens (in detailed explanation in the following section). NFTs have grown so popular that several […]. The post Beginners’ Guide to a NFT Marketplace: Magic Eden appeared first on Analytics Vidhya.

Data Science 366

Data Science 366

Analytics Vidhya

OCTOBER 17, 2022

This article was published as a part of the Data Science Blogathon. Introduction You may be asked questions on various topics in a data science interview. These include statistics, machine learning, probability, data visualization, data analysis, and behavioral questions. Besides these, your coding abilities are also tested by asking you to solve a problem, and […].

Data Science 361

Data Science Data Analysis Machine Learning 361

Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Introduction Data mining is extracting relevant information from a large corpus of natural language. Large data sets are sorted through data mining to find patterns and relationships that may be used in data analysis to assist solve business challenges. Thanks to data mining […].

Data Mining 363

Data Mining Data Analysis Data Science 363

Analytics Vidhya

OCTOBER 17, 2022

This article was published as a part of the Data Science Blogathon. Introduction There are several reasons organizations should use cloud computing in the modern world. Businesses of all sizes are switching to the cloud to manage risks, improve data security, streamline processes and decrease costs, or other reasons. Many services are available from top cloud […].

Data Science 361

Data Science 361

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Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Source: techdemand.io Introduction Web 3.0 may be just as disruptive and usher in a huge paradigm change as Web 2.0. Web 3.0 is based on the fundamental concepts of decentralization, openness, and increased consumer utility. Web 3.0, often known as Web 3, is […]. The post Most Commonly Asked Web 3.0 Interview Questions appeared first on Analytics Vidhya.

Data Science 355

Data Science 355

Analytics Vidhya

OCTOBER 17, 2022

This article was published as a part of the Data Science Blogathon. Introduction A data lake is a centralized repository for storing, processing, and securing massive amounts of structured, semi-structured, and unstructured data. It can store data in its native format and process any type of data, regardless of size. Data Lakes are an important […].

Data Science 357

Data Science Big Data Machine Learning 357

Analytics Vidhya

OCTOBER 18, 2022

This article was published as a part of the Data Science Blogathon. Introduction A business can employ IT services offered on the internet by using cloud computing rather than maintaining its physical servers. Popular cloud computing services include Google Cloud, Amazon Web Services (AWS), and Microsoft Azure. Cloud technology has more effects on our lives […].

Data Science 355

Data Science 355

Analytics Vidhya

OCTOBER 15, 2022

This article was published as a part of the Data Science Blogathon. Introduction We may have heard much about using Containers in IT, especially in Cloud environments. But what exactly are these containers? In the field of information technology, a container is like a typical container you could encounter in daily life. It only holds […]. The post AWS ECS- Amazon’s Container Tool appeared first on Analytics Vidhya.

Data Science 354

Data Science 354

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

OCTOBER 17, 2022

This article was published as a part of the Data Science Blogathon. Introduction Neural networks (Artificial Neural Networks) are methods or algorithms that mimic a human brain’s operations to solve a complex problem that a normal algorithm can’t solve. A Perceptron in neural networks is a unit or algorithm which takes input values, weights, and […].

Neural Network 345

Neural Network Algorithm Data Science Deep Learning 345

Analytics Vidhya

OCTOBER 19, 2022

This article was published as a part of the Data Science Blogathon. Introduction An electronic log of all bitcoin transactions is known as a blockchain. It keeps expanding when new blocks of recordings are uploaded to it as7 “finished” chunks. Each block includes transaction information, a timestamp, and a cryptographic hash of the one before […].

Data Science 343

Data Science 343

Analytics Vidhya

OCTOBER 17, 2022

Overview There are 4 mathematical pre-requisite (or let’s call them “essentials”) for Data Science/Machine Learning/Deep Learning, namely: Probability & Statistics Linear Algebra Multivariate Calculus Convex Optimization Introduction In this article, we are going to discuss the following questions: Why should I bother about Optimization in ML?

Machine Learning 341

Machine Learning Deep Learning Data Science ML 341