Tag: Machine learning
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A new language for digital transformation
Posted on September 30, 2021, Level intermediate Resource Length long
Organizations still struggle to advance digital transformation. A common language that transcends technology could be the key to strategic transformation. By Rich Nanda, Ragu Gurumurthy, Sam Roddick, Deborah Golden.
Tags management machine-learning learning software cio agile
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How to deploy a pre-trained question and answer TensorFlow.js Model on App platform
Posted on September 21, 2021, Level beginner Resource Length long
TensorFlow.js, TensorFlow's JavaScript counterpart library for training, executing, and deploying machine learning models in the browser. In an attempt to make TensorFlow.js accessible to developers with limited or no ML experience, the library comes with several pre-trained models that work out of the box. By Juan De Dios Santos Rivera.
Tags machine-learning big-data cio miscellaneous
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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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Blender Bot 2.0: Open source chatbot that builds long-term memory and searches the internet
Posted on July 23, 2021, Level intermediate Resource Length medium
Facebook AI Research has built and open-sourced BlenderBot 2.0, the first chatbot that can simultaneously build long-term memory it can continually access, search the internet for timely information. By Facebook.
Tags bots software web-development machine-learning open-source
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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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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