Tag: Data science
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Lessons from writing a compiler
Posted on July 8, 2022, Level advanced Resource Length long
The standard academic literature is most useful for the extreme frontend (parsing) and the extreme backend (SSA, instruction selection and code generation), but the middle-end is ignored. This is fine if you want to learn how to build, e.g., the next LLVM: a fat backend with a very thin frontend. By Fernando Borretti.
Tags miscellaneous programming oop app-development performance data-science
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Guide to Reinforcement Learning with Python and TensorFlow
Posted on July 3, 2022, Level intermediate Resource Length long
In reinforcement learning, self-learning agent learns how to interact with the environment and solve a problem within it. In this article, we present complete guide to reinforcemen learning and one type of it Q-Learning (which with the help of deep learning become Deep Q-Learning). We learn about the inspiration behind this type of learning and implement it with Python, TensorFlow and TensorFlow Agents. By Nikola M. Zivkovic.
Tags cio learning big-data data-science python
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The importance of model versioning in machine learning
Posted on June 30, 2022, Level beginner Resource Length medium
Version control is an essential concept in software development. Version control tools, such as Git, are used to manage and track source codes. Developers and organizations alike value source code because it is the backbone of their product(s), from which they earn revenue. By Oghenefejiro Esosuota.
Tags machine-learning big-data cio data-science learning
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Automated farming robots: Five awesome use cases
Posted on June 24, 2022, Level beginner Resource Length medium
Automation has found its way into almost all industries. Many industries have adopted automation to reduce human efforts and boost productivity to meet customer demands. Recently, automated farming robots are being used for various agricultural practices. They minimize the intensive hard work required for farming and save a lot of time. By Amna Faryad.
Tags robotics machine-learning big-data data-science
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Blockchain scalability: Execution, storage, and consensus
Posted on June 10, 2022, Level intermediate Resource Length medium
Trust minimization is a valuable security property that blockchain technology is uniquely positioned to generate—replacing handshakes, brand reputation, and paper contracts with guarantees based on computer code, cryptography, and decentralized consensus. These superior guarantees provided by blockchains form the basis of cryptographic truth. By chain.link.
Tags cloud blockchain teams performance data-science learning
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The future of computer vision
Posted on June 5, 2022, Level beginner Resource Length medium
Computer vision is a rapidly growing field in research and applications. Advances in computer vision research are now more directly and immediately applicable to the commercial world. By Richmond Alake.
Tags cloud miscellaneous cio big-data machine-learning data-science
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Azure Synapse Link for SQL: From production to a data warehouse in a few clicks
Posted on May 28, 2022, Level beginner Resource Length long
The Link technology in Synapse is used to synchronize data from different data sources to Synapse Analytics. Synapse Link for CosmoDB and Synapse Link for Dataverse were already released. Now it's time for a new and very important one: Azure Synapse Link for SQL. By Dennes Torres.
Tags management big-data cio data-science analytics
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How decision intelligence solves the last mile of analytics challenge
Posted on May 26, 2022, Level beginner Resource Length medium
In this article authors focused on the role of decision intelligence in closing the "last mile" gap between current technologies and the value large organizations seek to extract from their data analytics investments. By diwo.ai.
Tags analytics learning big-data cio data-science
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Secure communication with light particles
Posted on May 25, 2022, Level beginner Resource Length long
Researchers are developing an anti-eavesdropping quantum network. By Technische Universitat Darmstadt.
Tags miscellaneous learning data-science cloud infosec
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MLOps in 10 minutes
Posted on May 24, 2022, Level beginner Resource Length long
How MLOps helps across all stages of ML project. By Alexey Grigorev.
Tags machine-learning management big-data data-science
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Physical theory explains how time is non-existent, irrelevant to our lives
Posted on May 13, 2022, Level beginner Resource Length medium
Time is an important aspect of life that each person relies on in order to function in society. Time can be measured in many ways, such as in calendars and clocks, and can be viewed at any moment of the day, at any place. By Ron Jefferson.
Tags miscellaneous cio learning data-science
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How to regulate quantum technology before everyone understands how it works
Posted on April 19, 2022, Level beginner Resource Length medium
Lawmakers, physicists, software engineers and end users need to find a common language and set some rules. It's time for researchers, legislators and regulators to start discussing quantum computing and all of the benefits and risks of this technology, according to a fellow at the Center for Quantum Networks. By Veronica Combs.
Tags management cio miscellaneous cloud data-science