programming
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A Roadmap To Thrive As A Big Data Engineer
Are you interested in the following areas:
Information Technology
Math
Analytics
Problem-solving
Numbers, graphs, charts, etc.
If yes! Then big data engineering could be a great choice for...
24 May 2022
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Aileen Scott
What 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...
10 May 2022
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John Smith
What are the Top 10 Python Frameworks for Web Development in 2022?
The future of web development, as we know it, is definitely influenced by Python. With the aid of the right tools, Python allows developers to create fast, secure and maintainable solutions in an effi...
28 January 2022
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AnnaSharland
Backend Web Development
Backend web development is one of the most essential and critical parts of web development. It is a very important part to power your website and giving it a purpose.
Thus, if you want to develop a m...
26 January 2022
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Katherine
So You Want To Be A Cloud Developer
What is Cloud Development? In a nutshell, it is software development, but focused on the cloud. Let me show you.
When Netflix started in 1997, they only offered DVD rentals by mail. While they had no...
05 November 2020
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Alex
What is an API?
The abbreviation API stands for Application Programming Interface and describes a programming interface. The connection is made at the source code level. APIs are used in many applications...
28 August 2020
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Alex
Machine Learning Foundations: Part 10 - Using NLP to build a sarcasm classifier
Previous: Part 9 - Using the Sequencing APIs
Over the last few parts, we haven't done much machine learning. Instead, we looked at how you can preprocess text data to get it ready for training machin...
25 June 2020
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Alex
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...
23 June 2020
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Alex
Machine Learning Foundations: Part 8 - Tokenization for Natural Language Processing
Previous Part 7 - Image augmentation and overfitting
Up to now, you've learned how machine learning works and explored examples in computer vision by doing image classification, including understandin...
18 June 2020
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Alex
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...
08 June 2020
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Alex
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 scen...
04 June 2020
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Alex
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 le...
31 May 2020
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Alex
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...
27 May 2020
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Alex
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 prob...
26 May 2020
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Alex
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...
23 May 2020
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Alex
Syncing Google Sheets to a database via REST API’s
In this article, I will walk you through how to integrate a web-based ordering system with a Google Sheet.
Imagine you work for a bike-sharing startup that has a bike ordering web app built on Node....
18 May 2020
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Alex
Introduction to JAX (AI Adventures)
NumPy is fast, but how can we make it even faster? In this article, we're going to look at a new library from Google Research called JAX and see how it can speed up machine learning.
JAX can au...
16 May 2020
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Alex
Machine Learning Foundations: Part 1 - What is ML?
Welcome to this series on Machine Learning Foundations. It's a course where you'll learn the fundamentals of building machine learning models using TensorFlow. The only thing that you'll need to know...
15 May 2020
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Alex
Are There Problems That Computers Can't Solve?
Are there problems that computers can’t solve? Even if you work with the cleverest programmers, even if you have infinite time and energy and more computing power than could possibly ever exist...
12 May 2020
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Den W.
Why My Teenage Code Was Terrible: Sorting Algorithms and Big O Notation
When I was about 15, I had a week of ‘work experience’. Americans would call that an ‘internship’, but that’s not really right: work experience is a thing in British scho...
11 May 2020
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Jacob Enderson
