Practice Machine learning building interactive projects

What to build with Machine learning

Practice and develop your coding skills by building real live interactive autograded projects with solutions and video tutorials

python
numpy
pandas

Real Estate Data Cleanup

easy

Prepare a real dataset to later train a machine learning model

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python
flask
machine-learning

ML web app using Flask tutorial

beginner

Use Flask to create a machine learning web application to predict Titanic survival.

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python
big-o
machine-learning

algorithm-optimization-project-machine-learning

beginner

Learn the basics on how to optimize or better build algorithms in python for Machine Learning

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python
machine-learning
datas-science

Regularized Linear Regression Project Tutorial

beginner

Use a dataset with a lot of variables to practice your regularized linear regression skills and select only some of the features for your model

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python
machine-learning
datas-science

Alternative time series project

beginner

Use ARIMA model o create a cpu usage anomaly detection model.

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python
machine-learning
datas-science

Decision Tree Project Tutorial

beginner

Use decision tree algorithm to diagnose diabetes by using patiente medical information from previous medical exams

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python
machine-learning
datas-science

Logistic Regression Project Tutorial

intermediate

Logistic Regression is the ideal first algorithm to learn how to model. Without doing much cleaning, train your model and optimize until you are satified with your evaluation and results.

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python
machine-learning
datas-science

K-means Project Tutorial

beginner

Use k-means algorithm to segment houses based on their coordinates.

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python
machine-learning
datas-science

NLP Project Tutorial

beginner

Create a url spam detector using NLP techniques and Support Vector Machine algorithm

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python
numpy
pandas

descriptive-statistics-exercises-project-with-python

beginner

Use your numpy, pandas and matplotib skills to practice a little about descriptive statistics

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python
machine-learning
datas-science

Random Forest Project Tutorial

beginner

Use Random Forest algorithm to optimize your previous models done in Titanic dataset

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python
machine-learning
datas-science

ML web app using Streamlit tutorial

beginner

Use Streamlit to create a machine learning web application to predict Titanic survival.

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python
machine-learning
datas-science

Image Classifier Project Tutorial

beginner

Use a deep learning algorithm to build an image classifier.

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python
machine-learning
datas-science

K-nearest neighbors Project Tutorial

beginner

Use KNN algorithm to build a simple movie recommender system.

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python
machine-learning
datas-science

Naive Bayes Project Tutorial

beginner

Use Naive Bayes algorithm to classify apps reviews as good or bad.

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python
machine-learning
datas-science

Boosting Algorithms Project Tutorial

beginner

Use XGBoost algorithm to optimize your previous models done in Titanic dataset

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python
machine-learning
datas-science

Time Series Project Tutorial

beginner

Use your new skills to help American Express improve their default prediction model.

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python
machine-learning
datas-science

Linear Regression Project Tutorial

beginner

How much will your insurance cost based on a set of variables? Use this small dataset to model the relationship between several explanatory variables and a numerical target using a linear regression algorithm.

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python
machine-learning
datas-science

Machine Learning Final Project

beginner

These are your machine learning final project instructions

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