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Training and test data
Training and test data are common for supervised learning algorithms. Given a dataset, its split into training set and test set. In Machine Learning, this applies to supervised learning...
View ArticleClassification Algorithms Compared
In machine learning, classification refers to supervised learning approach where the computer program uses the data given to it to learn, understand, and classify new observation.The data set can...
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Machine Learning Classifier
Machine Learning Classifiers can be used to predict. Given example data (measurements), the algorithm can predict the class the data belongs to.Start with training data. Training data is fed to the...
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Statistics and Machine Learning compared
The Relationship between Statistics and Machine LearningIt’s not uncommon for individuals to conflate Statistics and Machine Learning due to their overlapping areas. However, understanding their...
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Supervised and Unsupervised Learning compared
When it comes to machine learning, you need to consider and understand the differences between the two main methods used: supervised and unsupervised machine learning.Supervised machine learning...
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What is supervised learning?
Supervised learning in this context is not about babysitting troublesome infants while their parents are away ;)Rather in the world of artificial intelligence and machine learning, it is a process of...
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The importance of unsupervised learning
With the advent of machine learning and artificial intelligence, machines are getting more and more advanced and their abilities are frequently pushed to the limit. Nowhere is this more tested than in...
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Machine Learning Tasks
Machine Learning is an advanced technique where algorithms learn from data. The primary objectives of these algorithms can be categorized under certain tasks. Among the most popular Machine Learning...
View ArticleMachine Learning with Python
What is Machine Learning?The word ‘Machine’ in Machine Learning means computer, as you would expect. So how does a machine learn?Given data, we can do all kind of magic with statistics: so can computer...
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How do I learn Machine Learning?
Understanding machine learning can be quite challenging due to the rapidly aging resources and technical terminologies involved. Dedication and time are essential to navigate through the vast...
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Python web application
Web applications can be made with Python. To create web applications, you need a Web Framework. A Web Framework is a module that makes web development much easier.The most popular Web Frameworks is:...
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Flask hello world
Flask a web framework that can be used to build web apps with Python. It’s a scaleable Web Framework, it was used to create Pinterest amongst others.It’s a micro framework, meaning Flask isn’t in the...
View ArticleFlask vs Django
There are many Python web frameworks: Django, Flask, Pyramid, Bottle, Tornado, Pecan, Diesel, Falcon, and many more.Django and Flask are very popular web frameworks.In this article we’ll focus on...
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Django hello world
Hello world in django: Django lets you build Web Apps with Python. In this article we’ll create the hello world app. This app will show the message “Hello World”.Django is an open-source Python Web...
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Django Models to Access the Database
What is a django model?A model is a class that matches a database table (or collection).Models are defined in the apps models.py file, /app/models.py.Say what? Let’s make an app with a database...
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How to Read a CSV File in Python
A CSV (Comma Separated Values) file is a file with values seperated by a comma. Its often used to import and export with databases and spreadsheets.Values are mostly seperated by comma. Sometimes...
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Web Scraping with Pandas and Beautifulsoup
APIs are not always available. Sometimes you have to scrape data from a webpage yourself. Luckily the modules Pandas and Beautifulsoup can help! Related Course:Complete Python Programming Course &...
View ArticleBuild a Socket Server with Python
Socket servers are integral for real-time applications, and building one with Python is both powerful and straightforward. This article delves into the creation of a socket server using Python’s...
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Line charts with Matplotlib
You can use Matplotlib to create a line chart with Python. Matplotlib is a plotting library for the Python programming language and its numerical mathematics extension numpy. Python CoursesComplete...
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Twisted - Event-driven network engine
Twisted is an event-driven network engine.Its more general than CMS-like frameworks such as Flask or Django.You can create many network applications including a custom server, low level sockets echo...
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