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Managing Data for Machine Learning Project
Tweet Tweet Share Share Big data, labeled data, noisy data. Machine learning projects all need to look at data. Data is a critical aspect of machine learning projects and how we handle that data is an...
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Guide to Iteratively Tuning GNNs
Tweet Tweet Share Share Last Updated on April 20, 2022 Sponsored Post By Luis Bermudez This blog walks through a process for experimenting with hyperparameters, training algorithms and other...
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10 seats remaining | A series of live ML strategy workshops
Tweet Tweet Share Share Last Updated on April 20, 2022 Sponsored Post Unlike traditional online courses, Foster Provost’s workshops will give you the chance to engage live with a world-class expert...
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A First Course on Deploying Python Projects
Tweet Tweet Share Share After all the hard work on developing a project in Python, we want to share our project with other people. It can be your friend or your colleagues. Maybe they do not...
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Web Frameworks for Your Python Projects
Tweet Tweet Share Share Last Updated on April 27, 2022 When we finished a Python project and roll it out for other people to use it, the easiest is to present our project as a command line program. If...
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Interactive Course on Optimizing Search Engines With Ricardo Baeza-Yates...
Tweet Tweet Share Share Last Updated on April 26, 2022 Sponsored Post Search systems are in the process of being revolutionized by Deep Learning and AI applications. To successfully evaluate, build,...
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Multiprocessing in Python
Tweet Tweet Share Share Last Updated on May 3, 2022 When you work on a computer vision project, you probably need to preprocess a lot of image data. This is time-consuming, and it would be great if...
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Google Colab for Machine Learning Projects
Tweet Tweet Share Share Last Updated on April 30, 2022 Have you ever wanted an easy-to-configure interactive environment to run your machine learning code that came with access to GPUs for free?...
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Take Your Machine Learning Skills Global
Tweet Tweet Share Share Sponsored Post In our interconnected world, a decision made thousands of miles away can have lasting consequences for entire organizations or economies. When small changes have...
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Techniques to Write Better Python Code
Tweet Tweet Share Share Last Updated on May 1, 2022 We write a program to solve a problem or make a tool that we can repeatedly solve a similar problem. For the latter, it is inevitable that we come...
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Using Kaggle in Machine Learning Projects
Tweet Tweet Share Share You’ve probably heard of Kaggle data science competitions, but did you know that Kaggle has many other features that can help you with your next machine learning project? For...
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Setting Breakpoints and Exception Hooks in Python
Tweet Tweet Share Share Last Updated on May 6, 2022 There are different ways of debugging code in Python, one of which is to introduce breakpoints into the code at points where one would like to...
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Static Analyzers in Python
Tweet Tweet Share Share Last Updated on May 10, 2022 Static analyzers are tools that help you check your code without really running your code. The most basic form of static analyzers is the syntax...
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Profiling Python Code
Tweet Tweet Share Share Profiling is a technique to figure out how time is spent in a program. With these statistics, we can find the “hot spot” of a program and think about ways of improvement....
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Logging in Python
Tweet Tweet Share Share Last Updated on May 20, 2022 Logging is a way to store information about your script and track events that occur. When writing any complex script in Python, logging is...
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Monkey Patching Python Code
Tweet Tweet Share Share Python is a dynamic scripting language. Not only does it have a dynamic type system where a variable can be assigned to one type first and changed later, but its object model...
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Developing a Python Program Using Inspection Tools
Tweet Tweet Share Share Last Updated on May 30, 2022 Python is an interpreting language. It means there is an interpreter to run our program, rather than compiling the code and running natively. In...
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Python for Machine Learning (7-day mini-course)
Tweet Tweet Share Share Last Updated on June 2, 2022 Python for Machine Learning Crash Course. Learn core Python in 7 days. Python is an amazing programming language. Not only it is widely used in...
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Introduction to the Python Deep Learning Library TensorFlow
Tweet Tweet Share Share Last Updated on June 15, 2022 TensorFlow is a Python library for fast numerical computing created and released by Google. It is a foundation library that can be used to create...
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Using Normalization Layers to Improve Deep Learning Models
Tweet Tweet Share Share Last Updated on June 15, 2022 You’ve probably been told to standardize or normalize inputs to your model to improve performance. But what is normalization and how can we...
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