In this blog post series, we will use a neural network for predicting restaurant reservations. This first post will describe how we can use a neural network for predicting the number of days between the reservation and the actual visit given a number of visitors.
Read more · 11 minutesscikit-learn
Mastering Pandas
In this course, you will learn how to use the Python Pandas. After the course, you will be able to:
- Load and transform your data
- Visualizing data using line plots, scatter plots and histograms
- Merging and storing data
The course also includes more advanced topics, such as data parallelization and aggregation.
You can see all course content under “Curriculum” on Data Blogger Courses and the first three lessons are free. The first free lesson can be found here.
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Machine Learning Fraud Detection: A Simple Machine Learning Approach
In this machine learning fraud detection tutorial, I will elaborate how got I started on the Credit Card Fraud Detection competition on Kaggle. The goal of the task is to automatically identify fraudulent credit card transactions using Machine Learning. My Pythonic approach is explained step-by-step.
Read more · 14 minutesLearn How To Implement a Simple E-mail Spam Detector in Python
Nowadays, many e-mail are being sent and many of them are spam e-mails. In this tutorial, I will guide you through the steps of building a small spam detection application (written in Python).
Read more · 13 minutes