Tag: Data science
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Apache Kafka in the public sector – Smart city
Posted on October 14, 2021, Level beginner Resource Length medium
The public sector includes many different areas. Some groups leverage cutting-edge technology, like military leverage. Others like the public administration are years or even decades behind. This blog series explores both edges to show how data in motion powered by Apache Kafka adds value for innovative new applications and modernizing legacy IT infrastructures. By Kai Waehner.
Tags iot data-science devops how-to queues search
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How to handle data duplication in data-heavy Kubernetes environments
Posted on October 2, 2021, Level intermediate Resource Length long
It's convenient to create a copy of your application with a copy of its state for each team. For example, you might want a separate database copy to test some significant schema changes or develop other disruptive operations like bulk insert/delete/update... By Augustinas Stirbis.
Tags data-science devops how-to learning big-data
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Building your own Data Science infrastructure for Deep Learning
Posted on September 26, 2021, Level beginner Resource Length long
Build your own machine and install KNIME, Jupyter-Notebook and Tableau to be fully equipped for all data science and deep learning tasks. By Dennis Ganzaroli, Data Scientist and Head of Report & Data-Management in a big Telco in Switzerland.
Tags big-data learning data-science miscellaneous how-to
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The digital path to growth – sensors and handling data
Posted on September 6, 2021, Level beginner Resource Length medium
There are discussions being held today around hot commodity, "data". Data has also been evolving at an unprecedented pace and affecting our lives directly with its mammoth influence on industries as varied as healthcare, education, banking and finance. By Australian Manufacturing Forum @aumanufacturing.
Tags cio iot analytics big-data data-science management database
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10 common SQL operations to perform using Pandas
Posted on August 30, 2021, Level beginner Resource Length medium
One of the key features of being a data analyst is to query the data from files, databases etc to perform some data manipulation or visualisation and sometimes it's much better if we can do it directly through code instead of looking into the database tables over and over again.. By Akash Mishra.
Tags database machine-learning big-data data-science python
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The dos and don'ts of machine learning research
Posted on August 24, 2021, Level beginner Resource Length medium
Machine learning is becoming an important tool in many industries and fields of science. But ML research and product development present several challenges that, if not addressed, can steer your project in the wrong direction. By Ben Dickson.
Tags big-data how-to machine-learning management data-science
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How to do machine learning without an army of data scientists
Posted on August 14, 2021, Level beginner Resource Length medium
Machine learning is still harder than it needs to be. The open-source tool ModelDB and the ML model management platform Verta can help. By Matt Asay.
Tags analytics big-data data-science fintech
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Assembly Language on the Pi: Learning how to walk again
Posted on August 13, 2021, Level beginner Resource Length medium
Simon Humphreys shares how Raspberry Pi's ARM processor makes it a great tool for A level students to get their hands dirty with assembly language.
Tags app-development robotics big-data data-science
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Hand labeling considered harmful
Posted on July 26, 2021, Level beginner Resource Length long
Labeling training data is the one step in the data pipeline that has resisted automation. It's time to change that. By Shayan Mohanty and Hugo Bowne-Anderson @oreilly.com.
Tags cio big-data data-science analytics
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What are the benefits of Artificial Intelligence in Government?
Posted on July 16, 2021, Level beginner Resource Length medium
From listening better to citizens, to making operations more efficient, AI brings multiple benefits to governments to make better decisions. By Hugo Cen.
Tags big-data machine-learning miscellaneous data-science management frameworks
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Machine learning for Transformers - Explained with language translation
Posted on July 15, 2021, Level beginner Resource Length long
Day by day the number of machine learning models is increasing at a pace. With this increasing rate, it is hard for beginners to choose an effective model to perform Natural Language Understanding (NLU) and Natural Language Generation (NLG) mechanisms. By Purnasai Gudikandula.
Tags big-data machine-learning analytics data-science fintech
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Neo4j 4.3: Relationship indexes
Posted on July 8, 2021, Level beginner Resource Length medium
The new index types in Neo4j 4.3 work in much the same way as Node and Node Property indexes do -- they enable you to quickly look up where there are references to a particular Relationship Type in the graph (i.e. which Nodes are connected by the relationship). By Stu Moore, Product Manager.
Tags data-science cloud database nosql