python
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Machine Learning Foundations: Part 3 - Convolutions and pooling
In the previous part 2 - First steps in computer vision, you built a neural network that could recognize items of clothing. Now that you've looked at fashion example for computer vision, you've probably noticed a big limitation for computer vision...
Alex · 3 years ago · 81
Machine Learning Foundations: Part 2 - First steps in computer vision
In the previous article Part 1 - What is ML?, you got an introduction to machine learning, and you saw how it works from a programmer's perspective by having you create answers and data, and letting a computer infer the rules that determine them. Thi...
Alex · 3 years ago · 72
Messaging for Beginners: Exploring the Full Potential of RabbitMQ in Python
Recently, I had to dive into the official RabbitMQ documentation and numerous articles of varying quality on the topic of different types of routing in this message broker. It turned out that there is a lot of material available, but it either explai...
Den W. · 27 June 2023 · 65
Linux This Month - Ubuntu releases Groovy Gorilla, new Red Hat Ansible integration & more!
In this last month, Ubuntu has released the Gorilla and OpenShift and Ansible have become best friends. Before we dive into those topics. Let's take a look at this month's noteworthy news. Microsoft Edge Preview Builds for Linux First u...
Alex · 05 November 2020 · 67
Machine Learning Foundations: Part 9 - Using the Sequencing APIs
In part 8: Introduction to Natural Language Processing, we looked at how you can tokenize words with simple APIs. This allowed you to turn words into numbers or tokens so that they can be more easily represented in a computer's memory. It's the first...
Alex · 23 June 2020 · 61
Machine Learning Foundations: Part 6 - Convolutional cats and dogs
Previous Part 5: Classifying real-world images In this part where we'll take what you've learned about convolutional neural networks in the previous few parts and apply them to a computer vision scenario that was a Kaggle challenge not that long ago...
Alex · 04 June 2020 · 60
10 Python Tips and Tricks to Level Up Your Skills
1. List Comprehensions Use list comprehensions for concise and efficient list transformations. For example, [x**2 for x in range(10)] generates a list of squares from 0 to 9. squares = [x**2 for x in range(10)] print(squares) 2. Lambda Functions Uti...
Jacob Enderson · 11 months ago · 57
Machine Learning Foundations: Part 4 - Coding with Convolutional Neural Networks
In the previous part 3 - Convolutions and pooling, you learned all about convolutions and how they can use filters to extract information from images. You also saw how to create pools that can reduce and compress your images without losing the vital...
Alex · 3 years ago · 58
Machine Learning Foundations: Part 5 - Classifying real-world images
In this article we're going to look at how to use convolutional neural networks to classify complex features. In previsous part 4 - Coding with Convolutional Neural Networks, you took what you had learned about CNNS. And you saw how to improve the f...
Alex · 3 years ago · 49
Why Should You Migrate Your Applications From Python 2 To Python 3
Many programming languages are available, but Python is among the most popular. According to reports in 2022, Python app development is regarded as among the most used programming languages. Even though we don’t realize it, Python App Developm...
Albert Smith · 12 December 2022 · 50
Python Frameworks: Empowering Development with Efficiency and Structure
Within the realm of software development, frameworks stand as indispensable instruments that expedite the application creation process. These frameworks furnish a well-organized underpinning, reusable building blocks, and established conventions, all...
Soumya Raj · 22 September 2023 · 68
PyPI is moving to mandatory two-factor authentication.
Developers of the Python package repository PyPI (Python Package Index) have announced the decision to transition all user accounts associated with at least one project or involved in maintaining organization-managed packages to mandatory two-factor authentication. The transition is planned to be completed by the end of 2023. Leading up to the dead...
Kelly · 11 months ago · 43 · 1What are the top 10 frontend development languages in 2022?
What are the top 10 frontend development languages in 2022? Which programming languages will be most popular with frontend developers next year? What technologies and frameworks are they adopting, and which ones are they leaving behind? It’s im...
John Smith · 2 years ago · 42
10 Exciting Python Project Ideas to Hone Your Programming Skills
Python, with its simplicity and versatility, has become one of the most popular programming languages across the globe. Whether you are a seasoned developer or a complete beginner, embarking on Python projects is an excellent way to practice your ski...
Vinod Kumar · 23 August 2023 · 43 · 1
Machine Learning Foundations: Part 7 - Image augmentation and overfitting
Previous part 6 - Convolutional cats and dogs Over the last few articles, you've looked at convolutional neural networks and how they can be used for computer vision. You built classifiers for fashion, horses and humans and cats and dogs. But one the...
Alex · 08 June 2020 · 39
What are the types of OOPs in Python?
Are you still searching for a programming language that is adopted globally? Look no further! Python is one of the highest demanded programming languages today. However, learning python is never easy for a new technical professio...
Akshay Sharma · 01 December 2022 · 34