Tag: Big data
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What you should know about Predictive analytics?
Posted on September 11, 2021, Level beginner Resource Length medium
Predictive analytics is a sub-area of business analytics and is particularly concerned with recognizing patterns and predicting future events. It is used in a wide variety of scientific disciplines and areas in companies. By Henny Jones.
Tags analytics big-data management miscellaneous cio
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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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ETL pipeline from AWS DynamoDB to Aurora PostgreSQL
Posted on July 20, 2021, Level intermediate Resource Length long
In a world where an ever-increasing amount of data is being gathered, companies often find themselves without the tools to optimally use the often unstructured data they've gathered. By trackit.io.
Tags database big-data cloud aws sql
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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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5 Myths about the current state of healthcare technology
Posted on June 26, 2021, Level beginner Resource Length short
As the healthcare industry continues to expand and adapt to new technology use, many remain skeptical about the benefits while critical of the hindrances. While these concerns are valid, it is important to understand the true implications of expanding healthcare technology, and not allow myths to deter this growth. By Heather Turnbaugh.
Tags miscellaneous learning big-data iot bots
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Efficient machine learning inference
Posted on June 19, 2021, Level advanced Resource Length long
The benefits of multi-model serving where latency matters. By By Alejandro Lince and Steven Ross.
Tags big-data data-science analytics learning google