Interactive Plots using Plotly Express (Part 1): Line Plot and 3D Scatter Plot
The Data Blogger
by Kevin Jacobs
2y ago
This blog series is a beginners’ tutorial on how you can make interactive plots in a Jupyter notebook using Plotly Express. In this first blog post on this topic, we will go through the steps needed for creating a basic line Python plot and a 3D scatter plot. Basic line plot The most simple plot […] The post Interactive Plots using Plotly Express (Part 1): Line Plot and 3D Scatter Plot appeared first on Data Blogger ..read more
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Interactive Plots using Plotly Express (Part 1): Line Plot and 3D Scatter Plot
The Data Blogger
by Kevin Jacobs
2y ago
This blog series is a beginners’ tutorial on how you can make interactive plots in a Jupyter notebook using Plotly Express. In this first blog post on this topic, we will go through the steps needed for creating a basic line Python plot and a 3D scatter plot. Basic line plot The most simple plot […] The post Interactive Plots using Plotly Express (Part 1): Line Plot and 3D Scatter Plot appeared first on Data Blogger ..read more
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To-Do Lists or Kanban: Which Planning Tool works Better?
The Data Blogger
by Kevin Jacobs
2y ago
In this blog post, you will find a comparison of the planning tools Trello and Todoist. After using both tools for over a year, I finally selected one of the tools for my own workflow and I will show you the reasons why I switched from Todoist to Trello. Introduction I know that planning my […] The post To-Do Lists or Kanban: Which Planning Tool works Better? appeared first on Data Blogger ..read more
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A Tutorial on Multi-Armed Bandits: To Explore or Exploit?
The Data Blogger
by Kevin Jacobs
2y ago
The Multi-Armed Bandit problem is a classical Reinforcement Learning that shows the exploration-exploitation trade-off. In this tutorial, we will look at the problem of advertorial design and we will answer the following question: what advertorials will lead to the highest gains? Suppose we have an advertorial with a few parameters: The color of the button […] The post A Tutorial on Multi-Armed Bandits: To Explore or Exploit? appeared first on Data Blogger ..read more
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Detecting Pedestrians using PyTorch – A Helpful Guide
The Data Blogger
by Shashank Shekhar
2y ago
In this blog post, you will learn how to implement a Pedestrian Detection algorithm using PyTorch. Computer vision is a field of computer science that applies artificial intelligence models to understand, reason with as well as synthesize visual information. This visual information is usually in the form of a two-dimensional image but can also be […] The post Detecting Pedestrians using PyTorch – A Helpful Guide appeared first on Data Blogger ..read more
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Finetune BERT on Google Colab: A Simple Tutorial
The Data Blogger
by Kevin Jacobs
2y ago
In this blog post, you will learn how you can finetune BERT on Google Colab and use the trained model for your NLP task. You will also learn how you can observe the performance of the model in the training phase. Why BERT and Google Colab? BERT is a language model and can thus be […] The post Finetune BERT on Google Colab: A Simple Tutorial appeared first on Data Blogger ..read more
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Simplify your PyTorch model using PyTorch Lightning
The Data Blogger
by Kevin Jacobs
2y ago
Code for machine learning can get repetitive. In this blog post, you will learn to combat code repetition by using PyTorch Lightning. Some code of machine learning can get highly repetitive. Think for example of the times you had to write a train loop, logging the evaluation results. Also loading and storing the model is […] The post Simplify your PyTorch model using PyTorch Lightning appeared first on Data Blogger ..read more
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A Data Scientist’s Guide to an Efficient Project Lifecycle
The Data Blogger
by Kevin Jacobs
2y ago
It is often seen that projects overshoot their normal completion data by at least three times most probably owing to shifting goals, inefficient approaches towards data collection and exploring various solution paths among others. A closer scrutiny often reveals that the delay was avoidable had there been a more disciplined decision making in place. To […] The post A Data Scientist’s Guide to an Efficient Project Lifecycle appeared first on Data Blogger ..read more
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Proof that 1/7 is a repeated decimal
The Data Blogger
by Kevin Jacobs
2y ago
This blog post serves as an exercise and solution to the following question: In plain English: is the fraction a repeated decimal (0.142857142857142857…)? Recurring pattern How can we tackle such a problem? First note that we have to deal with a recurring pattern: a pattern that refers to itself. One useful concept to model such […] The post Proof that 1/7 is a repeated decimal appeared first on Data Blogger ..read more
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Scale out your Pandas DataFrame operations using Dask
The Data Blogger
by Kevin Jacobs
2y ago
In Pandas, one can easily apply operations on all the data using the apply method. However, this method is quite slow and is not useful when scaling up your methods. Is there a way to speed up these operations? And if so, how? Yes, there is! This blog post will explain how you can use […] The post Scale out your Pandas DataFrame operations using Dask appeared first on Data Blogger ..read more
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