Tag: Big data
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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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Lessons learned from combining SQS and Lambda in a data project
Posted on June 26, 2022, Level intermediate Resource Length medium
The built-in functionality of SQS and Lambda provided us serverless, scalable and fault-tolerant basis, but while running the solution we also learned some important lessons. In this blog post I will discuss the issue of valid messages ending up in dead-letter queues (DLQ) and correctly configuring your DLQ to catch only erroneous messages from your source SQS queue. By Miia Niemelä.
Tags serverless software-architecture machine-learning performance big-data
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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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A technique to teach bimanual robots stir-fry cooking
Posted on June 23, 2022, Level beginner Resource Length short
As robots make their way into a variety of real-world environments, roboticists are trying to ensure that they can efficiently complete a growing number of tasks. For robots that are designed to assist humans in their homes, this includes household chores, such as cleaning, tidying up and cooking. By Ingrid Fadelli , Tech Xplore.
Tags startups miscellaneous cloud robotics machine-learning big-data
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Distributed ledger technology 101
Posted on June 8, 2022, Level beginner Resource Length long
The terms "blockchain" and "distributed ledger technology" (DLT) may be widely used but are not always well understood. This article explains the differences between them. Rather than covering the technical aspects in depth, we will focus on how and why these technologies have the potential to disrupt existing business models and perhaps even create entirely new ones. By Bankless Publishing.
Tags cloud big-data distributed
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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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AIOps with Azure Metrics Advisor
Posted on June 4, 2022, Level intermediate Resource Length long
AIOps is a term introduced by Gartner in 2016, referring to AI for IT Operations. It combines big data and machine learning to automate IT operations processes, including event correlation, anomaly detection, and causality determination. By ODSC Community.
Tags cloud devops azure database big-data
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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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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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DuckDuckGo vs. Google: An in-depth search engine comparison
Posted on May 8, 2022, Level beginner Resource Length long
Which search engine is better at finding the information you want, fast? We compare the features of DuckDuckGo and Google. By Sam Hollingsworth.
Tags search how-to browsers big-data cio analytics