A What programming language is used in “Master Machine Learning Algorithms”? There are no code examples in “Master Machine Learning Algorithms“, therefore no programming language is used. Algorithms are described and their working is summarized using basic arithmetic. The algorithm behavior is also demonstrated in excel spreadsheets, that are available with the book. It is a […]
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What programming language should I use for machine learning?
A What programming language should I use for machine learning? The specific programming language or platform that you use does not matter. I strongly believe that the best thing to focus on is how to work through machine learning problems end-to-end (learn more). That being said, I think if you’re not a strong programmer, that […]
Best Programming Language for Machine Learning
A question I get asked a lot is: What is the best programming language for machine learning? I’ve replied to this question many times now it’s about time to explore this further in a blog post. Ultimately, the programming language you use for machine learning should consider your own requirements and predilections. No one can meaningfully address […]
Machine Learning in OpenCV (7-Day Mini-Course)
Machine learning is an amazing tool for many tasks. OpenCV is a great library for manipulating images. It would be great if we can put them together. In this 7-part crash course, you will learn from examples how to make use of machine learning and the image processing API from OpenCV to accomplish some goals. […]
A Gentle Introduction to OpenCV: An Open Source Library for Computer Vision and Machine Learning
If you are interested in working with images and video and would like to introduce machine learning into your computer vision applications, then OpenCV is a library you will need to get hold of. OpenCV is a huge open source library that can interface with various programming languages, including Python, and is extensively used by […]
Using ChatGPT as Your Programming Assistant
A large language model is basically a machine that can understand and generate text. Depends on how it is trained, sometimes the model can generate something other than text. ChatGPT is such a large language model. It can generate programming code if you prompt it correctly. In this post, you will learn how to make […]
PyTorch Tutorial: How to Develop Deep Learning Models with Python
Predictive modeling with deep learning is a skill that modern developers need to know. PyTorch is the premier open-source deep learning framework developed and maintained by Facebook. At its core, PyTorch is a mathematical library that allows you to perform efficient computation and automatic differentiation on graph-based models. Achieving this directly is challenging, although thankfully, […]
Deep Learning with PyTorch (9-Day Mini-Course)
Deep learning is a fascinating field of study and the techniques are achieving world class results in a range of challenging machine learning problems. It can be hard to get started in deep learning. Which library should you use and which techniques should you focus on? In this 9-part crash course you will discover applied […]
Deep Learning with PyTorch
Deep Learning with PyTorch Learn Basic Deep Learning with Minimal Code in PyTorch 2.0 Why Are Deep Learning Models So Powerful? …the secret is “Representation Learning“ Deep learning techniques are so powerful because they learn the best way to represent the problem while learning how to solve the problem. This is called representation learning. Representation […]
Overview of Some Deep Learning Libraries
Machine learning is a broad topic. Deep learning, in particular, is a way of using neural networks for machine learning. A neural network is probably a concept older than machine learning, dating back to the 1950s. Unsurprisingly, there were many libraries created for it. The following aims to give an overview of some of the […]