Tag: Big data
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Build your first data warehouse with Airflow on GCP
Posted on June 2, 2020, Level intermediate Resource Length medium
What are the steps in building a data warehouse? What cloud technology should you use? How to use Airflow to orchestrate your pipeline? By Tuan Nguyen.
Tags google cloud gcp big-data cio data-science
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Conversational AI updates that help you build sophisticated and personalized experiences
Posted on May 31, 2020, Level beginner Resource Length long
Now, more than ever, developers need to respond to the rapidly increasing demand from customers for support and accurate information - meeting them where they are – any time of the day and on an expanding range of platforms and devices. Azure AI has met unprecedented demand, underpinning over 1500 Covid-19 related bots via the Microsoft Health Bot service alone, in addition to the over 1.25 billion messages per month already handled by Azure Bot Service. By GaryPrettyMsft.
Tags big-data robotics iot azure machine-learning
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The nature of machine learning projects
Posted on May 29, 2020, Level beginner Resource Length short
Michael Ohlsson article about building a data-driven product. Building a data-driven product differs in many ways from how one would create a more conventional software product. A machine learning system is still a software system, but the process to develop the system is different.
Tags machine-learning big-data data-science
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Convolutional neural network implementation for car classification
Posted on May 18, 2020, Level advanced Resource Length long
Convolutional Neural Networks (CNN) are state-of-the-art Neural Network architectures that are primarily used for computer vision tasks. CNN can be applied to a number of different tasks, such as image recognition, object localization, and change detection. By Dr. Evan Eames and Henning Kropp.
Tags big-data data-science azure learning
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The 3 essentials for properly setting up Google Analytics conversion tracking
Posted on May 15, 2020, Level intermediate Resource Length long
We asked 48 experts to share their most useful tips, tricks, and tools for properly setting up and tracking website conversions via Google Analytics. Written by Belynda Cianci.
Tags analytics big-data cio data-science
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Agile and Intelligent Locomotion via Deep Reinforcement Learning
Posted on May 8, 2020, Level advanced Resource Length long
Recent advancements in deep reinforcement learning (deep RL) has enabled legged robots to learn many agile skills through automated environment interactions. In the past few years, researchers have greatly improved sample efficiency by using off-policy data, imitating animal behaviors, or performing meta learning. Posted by Yuxiang Yang and Deepali Jain, AI Residents, Robotics at Google.
Tags machine-learning app-development big-data data-science
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How to use Roam Research: a tool for metacognition
Posted on April 24, 2020, Level beginner Resource Length long
A few weeks ago I discovered Roam which brands itself as "a note-taking tool for networked thought." Let's have a look at how to use Roam Research to achieve your personal growth goals. Written by Anne-Laure Le Cunff.
Tags data-science big-data management machine-learning software
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Google engineers 'mutate' AI to make it evolve systems faster than we can code them
Posted on April 23, 2020, Level beginner Resource Length short
Much of the work undertaken by artificial intelligence involves a training process known as machine learning, where AI gets better at a task such as recognising a cat or mapping a route the more it does it. Now that same technique is being use to create new AI systems, without any human intervention. By David Nield.
Tags data-science big-data google machine-learning
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10 useful insights from IoT leaders in the trenches
Posted on April 21, 2020, Level beginner Resource Length short
At Ericsson, they are fortunate enough to frequently work and speak with IoT leaders in the industry. Ericsson thrives on hearing what excites their partners most about IoT, what challenges they have faced, and if we can help solve any, and what they think the future will look like in the industry. On Ericsson blog.
Tags cio agile iot miscellaneous big-data
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Track, Store and Analyze granular Page Performance data: a practical guide
Posted on April 18, 2020, Level beginner Resource Length medium
In this post, author guides you through all steps needed to collect, process, and analyse the Navigation Timing results of all your web site visitor's page views. Written by Jules Stuifbergen.
Tags analytics web-development big-data miscellaneous cio data-science
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Extracting data from various sheets with Python
Posted on April 12, 2020, Level beginner Resource Length medium
How to learn to unify Google Sheets, Excel, and CSV files -- a code-along guide. By Fabian Bosler.
Tags python how-to learning big-data data-science
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Building data pipeline 101
Posted on April 11, 2020, Level beginner Resource Length medium
Haridas N is author of this article about data pipelines and how machine learning (ML) helps businesses manage, analyze, and use data more effectively than ever before.
Tags machine-learning big-data data-science miscellaneous