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

  • aws

Intro to AWS SageMaker

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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

  • 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

  • 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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  • machine-learning

  • prob-and-stats

Standard Normal Table

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  • python

  • machine-learning

  • numpy

Random Variables

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  • machine-learning

  • prob-and-stats

Probability

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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

  • machine-learning

  • datas-science

Python for DataScience

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  • machine-learning

  • prework

Introduction to Machine Learning

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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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