Tag: Machine learning
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Creating ML model with Swift & CreateML
Posted on December 2, 2021, Level intermediate Resource Length medium
We know machine learning is so popular in mobile and desktop applications. Therefore we need basic ML skills to follow this trend. By Oguz Kayra.
Tags machine-learning big-data how-to swiftlang app-development
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Introduction to Numpy in python
Posted on November 25, 2021, Level beginner Resource Length long
NumPy is a valuable and efficient tool for dealing with large amounts of data. NumPy is quick; thus, it's easy to work with a vast amount of data. Data analysis libraries like NumPy, SciPy, Pandas, and others have exploded in popularity due to the data science revolution. By Sonia Jessica.
Tags python machine-learning big-data how-to learning
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I want to learn Artificial Intelligence and Machine Learning. Where can I start?
Posted on November 24, 2021, Level beginner Resource Length long
How I went from Apple Genius to startup failure to Uber Driver to Machine Learning engineer. An older article about journey to become ML expert by Daniel Bourke.
Tags cloud machine-learning big-data how-to learning
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What is artificial intelligence and how does the EU plan to regulate it?
Posted on November 12, 2021, Level beginner Resource Length short
Receiving a film recommendation on your favourite video-on-demand platform, unblocking your phone with your face, using autocorrect, and chatting with a chatbot: all of these are everyday examples of Artificial Intelligence (AI). Despite sounding futuristic, AI is already being used by European citizens daily. Its opportunities can be endless, but there are also risks on the table. By Aida Sanchez Alonso.
Tags big-data miscellaneous cio startups machine-learning learning
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Kubeflow fundamentals: Distributions and installations
Posted on October 10, 2021, Level intermediate Resource Length medium
The aim of the series is to walk you through a detailed introduction of Kubeflow, a deep-dive into the various components and how they all come together to deliver a complete MLOps platform. By Jimmy Guerrero.
Tags devops cloud kubernetes machine-learning
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How to deploy a machine learning model with FastAPI, Docker and Github Actions
Posted on October 1, 2021, Level intermediate Resource Length long
You've just trained a model and you're happy with it because it performs well on your local cross-validation. Now is the time to put this model in production so that other teams within your organization can consume it and embed it in their applications. By Ahmed Besbes.
Tags machine-learning learning big-data devops agile
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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