Tag: Data science
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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
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Implementing an end-to-end machine learning workflow with azure data factory
Posted on June 13, 2021, Level intermediate Resource Length long
From collecting data to sending results, ADF constructs the right MLOps Lifecycle on one screen. By Rahulraj Singh.
Tags big-data machine-learning data-science cloud azure
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Deep learning for NLP: Creating a chatbot with Python & Keras!
Posted on May 22, 2021, Level intermediate Resource Length medium
Learn how Deep Learning can be used for NLP and create a simple Chatbot with Python and Keras. Who doesn't like a friendly-robotic personal assistant? By howtolearnmachinelearning.com.
Tags python big-data data-science machine-learning robotics
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When does reinventing the wheel make perfect sense?
Posted on April 28, 2021, Level beginner Resource Length long
Electrification of road transport promises environmental and commercial gains. At the threshold of an evolution in transport, the environmental consequences are huge. So too are the commercial gains for the earliest and fastest movers. By Serge Colle, Randall Miller, Thierry Mortier, Marc Coltelli, and Andrew Horstead @ey.com.
Tags miscellaneous data-science how-to management
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The myth of the young startup founder
Posted on April 27, 2021, Level beginner Resource Length long
While the story of Mark Zuckerberg and Facebook has undoubtedly inspired an entire generation of young entrepreneurs and reshaped their imaginations about what's possible, people too easily forget that a big part of what makes the story compelling is that it's so unusual. Mark Zuckerburg is not only an outlier — he's an outlier among outliers. By Ian Hathaway.
Tags startups miscellaneous management cio teams data-science
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PyTorch – How to apply Backpropagation with Vectors and Tensors
Posted on April 19, 2021, Level advanced Resource Length long
In Machine learning, a backpropagation algorithm is used to compute the loss for a particular model. The most common starting point is to use the techniques of single-variable calculus and understand how backpropagation works. However, the real challenge is when the inputs are not scalars but of matrices or tensors. By Strahinja Stefanovic.
Tags python data-science big-data learning iot miscellaneous performance
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What is fog computing and how does it work?
Posted on April 18, 2021, Level beginner Resource Length medium
The concept of fog computing was developed to combat the latency issues that affect a centralized cloud computing system. The boom of consumer and commercial IoT devices and technologies has put a strain on cloud computing resources. By Jose Gomez.
Tags data-science big-data robotics iot
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How can we fix the data science talent shortage?
Posted on April 17, 2021, Level beginner Resource Length medium
Data science might just be the most buzzed-about job in tech right now, but its pop culture sheen conceals some of the harsh realities of being a fresh graduate in the industry. By Kindra Cooper.
Tags data-science career miscellaneous cio big-data
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How quantum computing will transform these 9 industries
Posted on April 12, 2021, Level beginner Resource Length medium
Quantum computing remains a nascent technology, but its potential is already being felt across many sectors. From healthcare to finance to artificial intelligence, we look at the industries poised to be reshaped by quantum computers. By cbinsights.com.
Tags software-architecture cloud data-science machine-learning big-data
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Exploring semantic map embeddings
Posted on March 3, 2021, Level advanced Resource Length long
How do you convey the "meaning" of a word to a computer? Nowadays, the default answer to this question is "use a word embedding". A typical word embedding, such as GloVe or Word2Vec, represents a given word as a real vector of a few hundred dimensions. By Johannes E. M. Mosig.
Tags big-data machine-learning cio data-science software
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Understanding Unikernels: The future of cloud computing, probably
Posted on February 21, 2021, Level beginner Resource Length medium
Having used Containers, Kubernetes and Serverless (a lot!) over the last few years, I catch myself wondering 'What next?' when it comes to more efficient, faster and secure units of computing. By Nithin Jois.
Tags distributed software-architecture linux devops performance data-science machine-learning
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How to write custom cypher procedures with NetworkX and Memgraph
Posted on February 15, 2021, Level intermediate Resource Length medium
Angular is one of the most popular front-end frameworks, with 30% of developers preferring it for their projects. Angular is especially useful for large scale projects with many different views and components. By Ryan Thelin.
Tags linux devops how-to app-development cloud big-data cio data-science