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Data Structures and Algorithms (DSA) Projects with Source Code

Knowledge Hut

Data structures and algorithms are the building blocks of effective software in computer science and programming. We shall also discuss various data structures and algorithm projects with source code. What is an Algorithm? Software engineers need to understand algorithms to design dependable and effective code.

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Classification vs. Regression Algorithms in Machine Learning

ProjectPro

They are built using Machine Learning algorithms. These algorithms majorly fall into two categories - supervised algorithms and unsupervised algorithms. While supervised algorithms comprise data with labels, unsupervised algorithms have unlabelled data. Yes, you are right. Regression. What is Classification?

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Container Runtime: GPU Training & Inference with Snowflake Notebooks

Snowflake

Build cost-effective, scalable and flexible ML models in Snowflake Many enterprises are already using Container Runtime to cost-effectively build advanced ML use cases with the easy access to GPUs. Access to open source packages via pip and the ability to bring in any model from hubs such as Hugging Face (see example here ).

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Data Science in Agriculture: Roles, Application, Examples

Knowledge Hut

Food Safety Finally, Data Science is also playing a role in food safety. By analyzing food-borne illness data, agricultural scientists can identify risk factors and develop strategies for reducing the spread of disease-causing bacteria. This helps to protect consumers and ensure that food products are safe for consumption.

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Data Engineering Weekly #142

Data Engineering Weekly

Meta writes about mult—stage ranking approach with several well-defined stages, each focusing on different objectives and algorithms. link] Swiggy: Predicting Food Delivery Time at Cart Continue discussing the delivery time estimation problem, Swiggy writes about challenges in building a food delivery estimation service.

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Fundamentals of Apache Spark

Knowledge Hut

Spark can access diverse data sources and make sense of them all and hence it’s trending in the market over any other cluster computing software available. E-commerce - Information about the real-time transaction can be passed to streaming clustering algorithms like alternating least squares or K-means clustering algorithm.

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Building a Media Understanding Platform for ML Innovations

Netflix Tech

Earlier we shared the details of one of these algorithms , introduced how our platform team is evolving the media-specific machine learning ecosystem , and discussed how data from these algorithms gets stored in our annotation service. Some ML algorithms are computationally intensive. Processing took several hours to complete.

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