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For all the self-taught geeks out there, here our content library with most of the learning materials we have produces throughout the years.

It makes sense to start learning by reading and watching videos about fundamentals and how things work.

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Readings and lessons about Machine learning

Readings about Machine learning

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

How to Deal With Outliers

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  • machine-learning

Feature Encoding for Categorical Variables

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  • python

  • machine-learning

  • datas-science

Python for DataScience

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  • machine-learning

  • prework

Introduction to Machine Learning

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  • python

  • machine-learning

Machine Learning Basics

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  • python

  • machine-learning

Intro to deep learning

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  • python

  • machine-learning

K-nearest neighbors

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  • python

  • machine-learning

Random Forest

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  • python

  • machine-learning

Logistic Regression

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  • python

  • big-o

  • machine-learning

Algorithms and Data Structures Optimization

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  • machine-learning

  • prob-and-stats

Standard Normal Table

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  • python

  • machine-learning

Boosting Algorithms

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  • python

  • machine-learning

  • data-feature-engineering

Exploratory Data Analysis and Cleaning with Titanic

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  • python

  • pandas

  • machine-learning

Plotting Distributions with Python

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  • python

  • machine-learning

Model Hyperparameters Optimization

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  • python

  • machine-learning

Naive Bayes

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  • python

  • flask

  • machine-learning

Deploy model using Flask and Heroku

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  • python

  • machine-learning

  • data-feature-engineering

Feature Engineering

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  • machine-learning

Cookicutter

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  • python

  • pandas

  • machine-learning

Introduction to Pandas

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  • machine-learning

  • aws

Cloud Computing

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  • python

  • machine-learning

Deploy model using Streamlit and Heroku

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  • python

  • machine-learning

Exploring Time Series

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  • python

  • machine-learning

Exploring Natural Language Processing

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  • python

  • machine-learning

Exploring Decision Trees

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  • python

  • machine-learning

Model Evaluation

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  • python

  • pandas

  • machine-learning

Plotting Binomial Distribution with Python

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  • python

  • numpy

  • machine-learning

Random Variables

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  • python

  • pandas

  • machine-learning

Intro to Matplotlib

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  • python

  • pandas

  • machine-learning

Plotting Functions With Python

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  • python

  • machine-learning

Exploring Linear Regression

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  • python

  • machine-learning

Decision Trees

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  • python

  • machine-learning

Unsupervised learning

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  • python

  • machine-learning

  • aws

Intro to AWS SageMaker

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  • python

  • machine-learning

How to Deal With Missing Values

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  • calculus

  • machine-learning

Calculus

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  • python

  • numpy

  • machine-learning

Introduction to Numpy

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  • python

  • numpy

  • machine-learning

Linear Algebra

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  • python

  • machine-learning

Exploring Neural Networks

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  • python

  • machine-learning

Time Series

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  • python

  • machine-learning

Support Vector Machine

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  • python

  • machine-learning

Regularized Linear Models

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  • python

  • machine-learning

  • datas-science

How to take the Exploratory Data-analysis Module

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  • python

  • pandas

  • machine-learning

Bernoulli Probability with Python

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  • python

  • numpy

  • machine-learning

Hypothesis Testing

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  • machine-learning

  • prob-and-stats

Probability

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  • python

  • pandas

  • machine-learning

Binomial Probability with Python

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  • python

  • machine-learning

Exploring Naive Bayes

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  • python

  • machine-learning

Linear Regression

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  • python

  • machine-learning

Natural Language Processing

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