Analytics Vidhya
JUNE 20, 2022
This article was published as a part of the Data Science Blogathon. Introduction Big Query is a serverless enterprise data warehouse service fully managed by Google. Big Query provides nearly real-time analytics of massive data. A big Query data warehouse provides global availability of data, can be easily connected to the other Google Services and […].
DeepMind
JUNE 22, 2022
Avishkar Bhoopchand, a research engineer on the Game Theory and Multi-agent team, shares his journey to DeepMind and how he’s working to raise the profile of deep learning across Africa.
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Cold Takes
JUNE 23, 2022
Click lower right to download or find on Apple Podcasts, Spotify, Stitcher, etc. Note: anything in this post that you think is me subtweeting your organization is actually about, like, at least 3 organizations. (I'm currently on 4 boards in addition to Open Philanthropy 's; I've served on a bunch of other boards in the past; and more than half of my takes on boards are not based on any of this, but rather on my interactions with boards I'm not on via the many grants made by O
DataRobot Blog
JUNE 23, 2022
A loan application has a predicted likelihood of 80% of going bad – so what? Your artificial intelligence (AI) system has given you this “predicted feature” in addition to what you already know about the applicant. It is one of many features that a human would use to make a decision to accept or decline the application. Business rules set by the credit committee to control business risk and the loan portfolio also constrain accepting this application and advancing the loan.
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
JUNE 18, 2022
This article was published as a part of the Data Science Blogathon. Introduction on MYSQL In this article, we will see how to work with multiple tables. Learning SQL is very important nowadays. It is a very popular technology that most companies are using. SQL queries are used for querying tables in the process of data analysis. […]. The post Multi-Table Analysis with MYSQL appeared first on Analytics Vidhya.
Artificial Intelligence Zone brings together the best content for AI and ML professionals from the widest variety of thought leaders.
OpenAI
JUNE 23, 2022
We trained a neural network to play Minecraft by Video PreTraining (VPT) on a massive unlabeled video dataset of human Minecraft play, while using only a small amount of labeled contractor data. With fine-tuning, our model can learn to craft diamond tools, a task that usually takes proficient humans over 20 minutes (24,000 actions). Our model uses the native human interface of keypresses and mouse movements, making it quite general, and represents a step towards general computer-using agents.
DataRobot Blog
JUNE 21, 2022
The last few years have been plagued with uncertainty, making it difficult to navigate everyday life, let alone plan and make thoughtful decisions for a business. When facing unprecedented challenges, it’s clearer than ever that while the predictions from your AI models are important, the insights we gather and leverage from them to inform the decisions we make are even more so.
Analytics Vidhya
JUNE 20, 2022
This article was published as a part of the Data Science Blogathon. Introduction The loss function is very important in machine learning or deep learning. let’s say you are working on any problem and you have trained a machine learning model on the dataset and are ready to put it in front of your client. […]. The post Understanding Loss Function in Deep Learning appeared first on Analytics Vidhya.
DeepMind
JUNE 19, 2022
We present BYOL-Explore, a conceptually simple yet general approach for curiosity-driven exploration in visually-complex environments. BYOL-Explore learns a world representation, the world dynamics, and an exploration policy all-together by optimizing a single prediction loss in the latent space with no additional auxiliary objective. We show that BYOL-Explore is effective in DM-HARD-8, a challenging partially-observable continuous-action hard-exploration benchmark with visually-rich 3-D environ
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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?
Explosion
JUNE 21, 2022
In this video, we’ll show you how to use Prodigy for spaCy’s Span Categorizer. We’ll be annotating food recipes and looking into ways to help with consistent annotations and speed up the process with patterns and temporary models.
James Thorn
JUNE 20, 2022
Reflections on machine intelligence Continue reading on Medium »
Analytics Vidhya
JUNE 18, 2022
This article was published as a part of the Data Science Blogathon. Introduction on Web 3.0 As a result of centralization, the Internet has been able to serve billions of users and build a solid foundation upon which it can continue to thrive. At the same time, the World Wide Web is controlled by a few […]. The post Data Science in Web 3.0 appeared first on Analytics Vidhya.
DeepMind
JUNE 19, 2022
We present BYOL-Explore, a conceptually simple yet general approach for curiosity-driven exploration in visually-complex environments. BYOL-Explore learns a world representation, the world dynamics, and an exploration policy all-together by optimizing a single prediction loss in the latent space with no additional auxiliary objective. We show that BYOL-Explore is effective in DM-HARD-8, a challenging partially-observable continuous-action hard-exploration benchmark with visually-rich 3-D environ
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
DataRobot Blog
JUNE 24, 2022
How do you determine which real estate investment decision is better than another? Many real estate players have long made decisions based on intuition coupled with analyzing traditional key retrospective data. That traditional approach normally included analyzing how real estate property assets performed in the past but also often looking for market trends.
James Thorn
JUNE 21, 2022
Explained with an everyday example Continue reading on Medium »
Analytics Vidhya
JUNE 20, 2022
This article was published as a part of the Data Science Blogathon. [link] Introduction How many rows of sample data are required (or what should be the size of the training dataset required) to build a machine learning model that can predict fraudulent transactions in a credit card fraud detection dataset containing around 284407 rows? […]. The post Is Adult Income Dataset Imbalanced?
Analytics Vidhya
JUNE 22, 2022
This article was published as a part of the Data Science Blogathon. Introduction The internet has come a long way since Web 1.0. Hypertext Markup Language (HTML) defines the layout and delivery of websites in Web 1.0 and Web 2.0 technologies. With Web 3.0, HTML will remain a core layer, but how it connects to […]. The post Top 10 Web 3.0 Technologies that will Shape our Future World appeared first on Analytics Vidhya.
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.
Analytics Vidhya
JUNE 19, 2022
This article was published as a part of the Data Science Blogathon. Introduction on SQL In this article, we will see how to use SQL statements for data analysis. Data analysis can be done on only single tables or on multiple tables. In this particular article, we will mainly focus on only a single table analysis. […]. The post Single Table Analysis with MYSQL appeared first on Analytics Vidhya.
Analytics Vidhya
JUNE 20, 2022
This article was published as a part of the Data Science Blogathon. Introduction If you have been paying close attention to the blockchain industry, then you have undoubtedly been familiar with the words “Web 2.0” and “Web 3.0.” There’s a good chance that you’re confused about the precise meaning of these phrases and how they […].
Analytics Vidhya
JUNE 23, 2022
This article was published as a part of the Data Science Blogathon. Introduction to Data Engineering In recent days the consignment of data produced from innumerable sources is drastically increasing day-to-day. So, processing and storing of these data has also become highly strenuous. Emerging technologies such as Data Engineering, Artificial Intelligence and Machine learning algorithms help us to handle […].
Analytics Vidhya
JUNE 21, 2022
This article was published as a part of the Data Science Blogathon. Introduction In this article, we will see the two main cryptocurrencies, Bitcoin and Ethereum. Let us learn about them. What differences do they have and which coin is best for investment and what makes that particular coin better. Nowadays cryptocurrencies are quite popular. […].
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Analytics Vidhya
JUNE 22, 2022
This article was published as a part of the Data Science Blogathon. Introduction The simulation of human intelligence processes by machines, particularly computer systems, is known as artificial intelligence. Expert systems, natural language processing, speech recognition, machine learning, and machine vision are examples of AI applications. For these above tasks, we are using different types […].
Analytics Vidhya
JUNE 22, 2022
This article was published as a part of the Data Science Blogathon. Introduction Most people tend to have a very minimal set of information about Alluvial and Sankey diagrams. The reality is that the two diagrams have superficial similarities to each other. On the flip side, the two diagrams are completely different, underlying superficial assumptions. […].
Analytics Vidhya
JUNE 19, 2022
This article was published as a part of the Data Science Blogathon. Introduction to Speeding up Pandas in Python Pandas is the most popular library in python for Data Science. It is essential for anyone doing anything related to the data processing to know. This Link provides a lot of ways to use the library. However, […]. The post Speed up Pandas in Python with Modin appeared first on Analytics Vidhya.
Analytics Vidhya
JUNE 21, 2022
This article was published as a part of the Data Science Blogathon. Introduction When we mention BigData, one of the types of data usually talked about is the Streaming Data. Streaming Data is generated continuously, by multiple data sources say, sensors, server logs, stock prices, etc. These records are usually small and in the order […]. The post Handling Streaming Data with Apache Kafka – A First Look appeared first on Analytics Vidhya.
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.
Analytics Vidhya
JUNE 19, 2022
This article was published as a part of the Data Science Blogathon. Introduction on Explainable AI I love artificial intelligence and I like to delve into it a lot in all or all aspects, and I do the follow-up every day to see what is new in this field. I made the latest update to […]. The post The Most Comprehensive Guide On Explainable AI appeared first on Analytics Vidhya.
Analytics Vidhya
JUNE 18, 2022
This article was published as a part of the Data Science Blogathon. Introduction on Blockchain In this article, we will learn about blockchain, what is blockchain, how transactions are made, and how bitcoin transactions are made. Nowadays we are hearing about many attacks on computer system security. There is no guaranteed security. This is where blockchain […].
Analytics Vidhya
JUNE 24, 2022
This article was published as a part of the Data Science Blogathon. Introduction After reading the heading Apache Pig, the first question that hits every mind is, why the word Pig? Apache Pig is capable of working on any kind of data, similar to a pig who can eat anything. Pig is nothing but a […]. The post Getting started with Apache Pig! appeared first on Analytics Vidhya.
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