Readings and lessons about Python

Readings about Python

The following lessons explain different programming concepts and have been published by members of BreatheCode, now 4Geeks, search for a particular lesson using the filters

  • python

  • machine-learning

  • aws

Intro to AWS SageMaker

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  • python

  • machine-learning

Deploy model using Streamlit and Heroku

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  • python

  • flask

  • machine-learning

Deploy model using Flask and Heroku

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  • python

  • machine-learning

Exploring Neural Networks

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  • python

  • machine-learning

Intro to deep learning

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  • python

  • machine-learning

Exploring Time Series

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  • python

  • machine-learning

Time Series Forecasting

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  • python

  • machine-learning

Unsupervised learning

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  • python

  • machine-learning

K-nearest neighbors

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  • python

  • machine-learning

Exploring Natural Language Processing

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  • python

  • machine-learning

Natural Language Processing

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  • python

  • machine-learning

Support Vector Machine

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  • python

  • machine-learning

Exploring Naive Bayes

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  • python

  • machine-learning

Naive Bayes

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  • python

  • machine-learning

Boosting Algorithms

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  • python

  • machine-learning

Random Forest

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  • python

  • machine-learning

Exploring Decision Trees.

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  • python

  • machine-learning

Decision Trees

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  • python

  • machine-learning

Regularized Linear Models

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  • python

  • machine-learning

Exploring Linear Regression

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  • python

  • machine-learning

Linear Regression

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  • python

  • machine-learning

Logistic Regression

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  • python

  • machine-learning

Model Hyperparameters Optimization

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  • python

  • machine-learning

Model Evaluation

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  • python

  • machine-learning

Machine Learning Basics

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  • python

  • machine-learning

  • data-feature-engineering

Exploratory Data Analysis and Cleaning with Titanic

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  • python

  • machine-learning

  • datas-science

How to take the Exploratory Data-analysis Module

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  • python

  • beautiful-soup

Web Scraping With Beautiful Soap

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  • python

  • pandas

Importing Static Files with Pandas

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  • python

  • sql

  • pandas

Connecting to SQL Databases

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  • python

  • big-o

  • machine-learning

Algorithms and Data Structures Optimization

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  • python

  • pandas

  • machine-learning

Plotting Distributions with Python

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  • python

  • pandas

  • machine-learning

Plotting Binomial Distribution with Python

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  • python

  • pandas

  • machine-learning

Binomial Probability with Python

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  • python

  • pandas

  • machine-learning

Bernoulli Probability with Python

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  • python

  • pandas

  • machine-learning

Plotting Functions With Python

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  • python

  • machine-learning

  • numpy

Random Variables

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  • python

  • machine-learning

  • numpy

Linear Algebra

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  • python

  • machine-learning

  • numpy

Hypothesis Testing

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  • python

  • pandas

  • machine-learning

Intro to Matplotlib

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  • python

Introduction to Python

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  • python

  • machine-learning

  • datas-science

Python for DataScience

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  • python

  • pandas

  • machine-learning

Introduction to Pandas

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  • python

  • machine-learning

  • datas-science

Introduction to Numpy

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  • python

  • string-concatenation

Working with or manipulating strings with Python

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  • python

  • marketing

  • query-string

Working with Plain Text Files

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  • python

  • functions

Working with Functions in Python

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  • python

  • loops

  • list

Working with Lists in Python

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  • python

  • flask

  • Authentication

Understanding JWT and how to implement a simple JWT with Flask

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  • python

  • javascript

Understanding Python Syntax vs Javascript

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  • python

  • learn to code

Learning to code with Python

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  • python

  • sql

Everything you need to know about SQLAlchemy

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  • python

  • REST

  • apis

Understanding Django Rest Framework

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  • python

  • Conditions

  • If-else

Logical conditions in Python explained

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  • python

  • flask

  • REST

Building RESTful API's using Flask

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  • python

  • http-request

Python Requests

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