Generating Machine Learning Pipelines using Tpot and Genetic Programming in Python

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Automated Machine learning is a fascinating field of machine learning and Data Science in which we automate some of the stages of ML life cycle such as feature engineering, model building,etc. It mostly works best after the data has been cleaned and pre-processed properly. There are several libraries and tools that can be used in …

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Building A Simple Bioinformatics App with Streamlit and BioPython

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Bioinformatics which is also called Biological Data Science is an awesome and fascinating field of  science. In this tutorial we will build a simple app using Streamlit to do some basic sequence analysis and dot plot of two DNA sequences. We will be using BioPython and NeatBio to do our processing of our sequence and …

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Simple CSS Shape Generator App with Streamlit – Color Picker

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Streamlit is a powerful but simple framework for building ML and Data Science Apps primarily,but it can also be used to build some cool apps outside the field of Machine Learning and Data Science. In this tutorial we will see how to use streamlit to build a simple CSS Shape generator. We will be using …

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Protein Sequence Analysis of Covid19 using BioPython

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In this tutorial we will be analysing the genomic and DNA sequence of coronavirus (ncov 19) using a wonderful bioinformatic package called BioPython. We will do a simple introduction of how to use BioPython and then continue with our protein analysis of Covid19. Installation pip install biopython Applications of BioPython For sequence analysis (DNA,RNA) To …

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Data Analysis of Covid19 using Julia

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In this tutorial we will be doing a simple data analysis of the coronavirus outbreak or pandemic using the Julia Programming language. We will start with fetching the dataset and then do a simple data preparation before continuing with our data analysis. We will be fetching our dataset directly from github( John Hopkins Repo) . …

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