Tag: Machine learning
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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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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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Neurons act not as simple logic gates, but as complex, multi-unit processing systems
Posted on May 30, 2021, Level beginner Resource Length medium
A study published in the journal Science has upended 80 years of conventional wisdom in computational neuroscience that has modeled the neuron as a simple point-like node in a system, integrating signals and passing them along.? By William Brown, resonance science research scientist.
Tags machine-learning miscellaneous cio app-development management cloud
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Greykite: A flexible, intuitive, and fast forecasting library
Posted on May 29, 2021, Level intermediate Resource Length medium
In this blog post, we introduce the Greykite library, an open source Python library developed to support LinkedIn's forecasting needs. Its main forecasting algorithm, called Silverkite, is fast, accurate, and intuitive, making it suitable for interactive and automated forecasting at scale. Co-authors: Reza Hosseini, Albert Chen, Kaixu Yang, Sayan Patra, Rachit Arora, and Parvez Ahammad.
Tags python open-source software big-data machine-learning
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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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How we put the first quantum computer on the cloud
Posted on May 12, 2021, Level beginner Resource Length long
Five years ago, we made history by launching the IBM Quantum Experience, putting the first quantum processor on the cloud for anyone to run experiments. By Ryan Mandelbaum @IBM.
Tags machine-learning bots programming app-development cloud
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The art of automation: Robotic process automation (RPA)
Posted on May 10, 2021, Level beginner Resource Length medium
RPA is made up of three core technologies: workflow automation, screen scraping and AI. The unique combo of these technologies allows RPA to solve the productivity challenge of manual desktop tasks. By Allen Chan, DE & CTO, Digital Business Automation.
Tags machine-learning robotics cio
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ML Ops and the promise of Machine Learning at Scale
Posted on April 27, 2021, Level intermediate Resource Length medium
Enterprise interest in artificial intelligence, fueled by machine learning, continues to expand. In its most recent survey on AI Adoption in the Enterprise, O'Reilly found that 85% of organizations are at least exploring the use of artificial intelligence. By James Kulich.
Tags big-data machine-learning devops
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Use event-driven data mesh to avoid drowning in the (data) lake
Posted on April 15, 2021, Level beginner Resource Length medium
For much of the last decade, enterprises fought against data silos, isolated persistence stores holding untold but inaccessible knowledge. Their primary weapon was the data lake: a huge centralized datastore that held terabytes of domain-specific data in a single logical location. By Jesse Menning.
Tags machine-learning big-data cloud cio miscellaneous management
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Moving fast and breaking us all: Big tech's unaccountable algorithms
Posted on April 14, 2021, Level beginner Resource Length medium
They decide who passes and who fails in secondary school. They decide who gets arrested and who goes to prison. They decide what news you see first thing in the morning as well as what news you won't see. And they drive the business models—and revenues—of the world's largest and most powerful digital platforms. By Ellery Roberts Biddle & Jie Zhang.
Tags machine-learning big-data cloud cio learning
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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