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Tag: Compute

Deploying ML Models Using Kubernetes

This article was published as a part of the Data Science Blogathon. Introduction A Machine Learning solution to an unambiguously defined business problem is developed by a Data Scientist ot ML Engineer. The Model development process undergoes multiple iterations and finally, a model which has acceptable performance metrics on test data is taken to the production […]

The post Deploying ML Models Using Kubernetes appeared first on Analytics Vidhya.

Feedforward Neural Network: Its Layers, Functions, and Importance

This article was published as a part of the Data Science Blogathon. Introduction Feedforward Neural Networks, also known as Deep feedforward Networks or Multi-layer Perceptrons, are the focus of this article. For example, Convolutional and Recurrent Neural Networks (which are used extensively in computer vision applications) are based on these networks. We’ll do our best to […]

The post Feedforward Neural Network: Its Layers, Functions, and Importance appeared first on Analytics Vidhya.

cuML: Blazing Fast Machine Learning Model Training with NVIDIA’s RAPIDS

This article was published as a part of the Data Science Blogathon. Whether you’ve been in the Data Science and Machine Learning arena for quite some time or have just stepped into this exciting avenue – you sure have stumbled upon Python’s popular Machine Learning model building library, you guessed it right – Scikit learns. One […]

The post cuML: Blazing Fast Machine Learning Model Training with NVIDIA’s RAPIDS appeared first on Analytics Vidhya.

BiggerPockets Money Podcast 270: Finance Friday: How to Achieve “Financial Flexibility” on a $65K/Year Salary

Financial flexibility is one of the hidden stages along the path to financial independence. When you hit financial flexibility, you have far more choices than you did before. You can […]

The Streak Continues: Rental Market Hits 6 Straight Months Of Double-Digit Growth

New data shows national rents grew five times faster in 2021 than in 2020.

Add comparative and cumulative date/time calculations in Amazon QuickSight

Amazon QuickSight recently added native support for comparative (e.g., year-over-year) and cumulative (e.g., year-to-date) period functions which allow you to easily introduce these calculations in business reporting, trend analysis and time series analysis. This allows authors in QuickSight to implement advanced calculations without having to use complicated date offsets in calculations to achieve such datetime-aware […]

How Does Bitcoin Impact Your Taxes? 10 Things To Know

A professional tax advisor explains the key things for Bitcoiners to know when filling out their returns for 2021.

Validate streaming data over Amazon MSK using schemas in cross-account AWS Glue Schema Registry

Today’s businesses face an unprecedented growth in the volume of data. A growing portion of the data is generated in real time by IoT devices, websites, business applications, and various other sources. Businesses need to process and analyze this data as soon as it arrives to make business decisions in real time. Amazon Managed Streaming […]

Vehicle Sound Classification Using Deep Learning

This article was published as a part of the Data Science Blogathon. In this article, we will gain knowledge of working with audio data. We will use audio data to solve a very critical and real-world problem. Before going in-depth, let’s list what will cover in this article. Table of Contents What is an audio signal? […]

The post Vehicle Sound Classification Using Deep Learning appeared first on Analytics Vidhya.

Living on the edge: Satellites adopt powerful computers

Spacecraft operating closer to Earth are adopting state-of-the-art onboard processors. Upcoming missions will require even greater computing capability.

The post Living on the edge: Satellites adopt powerful computers appeared first on SpaceNews.

Hewlett Packard Enterprise’s space station computer is in demand

Mark Fernandez, principal investigator for Spaceborne Computer-2, sees a promising future for space-based computing.

The post Hewlett Packard Enterprise’s space station computer is in demand appeared first on SpaceNews.

Evolve JSON Schemas in Amazon MSK and Amazon Kinesis Data Streams with the AWS Glue Schema Registry

Data is being produced, streamed, and consumed at an immense rate, and that rate is projected to grow exponentially in the future. In particular, JSON is the most widely used data format across streaming technologies and workloads. As applications, websites, and machines increasingly adopt data streaming technologies such as Apache Kafka and Amazon Kinesis Data […]

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