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Tutoriale de Data Science

Avansați în cariera în domeniul datelor cu tutorialele noastre de data science. Vă ghidăm pas cu pas prin funcții și modele complexe de data science.

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Machine Learning

Introduction to k-Means Clustering with scikit-learn in Python

In this tutorial, learn how to apply k-Means Clustering with scikit-learn in Python

Kevin Babitz

10 martie 2023

Git

Setup a Data Science Environment on your Computer

Learn about the various options you have to setup a data science environment with Python, R, Git, and Unix Shell on your local computer.

DataCamp Team

27 iunie 2018

Machine Learning

Machine Learning and NLP using R: Topic Modeling and Music Classification

In this tutorial, you will build four models using Latent Dirichlet Allocation (LDA) and K-Means clustering machine learning algorithms.

Debbie Liske

21 iunie 2018

Decision Trees in Machine Learning Using R

A comprehensive guide to building, visualizing, and interpreting decision tree models with R.

Arunn Thevapalan

James Le

1 iunie 2023

Python

Python String to DateTime: How to Convert Strings to DateTime Objects

Learn how to convert strings to datetime objects in Python using strptime(), dateutil, and pandas with practical code examples.

Arunn Thevapalan

4 februarie 2026

Data Science

Custom Templates for Jupyter Notebooks with Jinja2

Learn how to create custom export templates for your Jupyter Notebooks using Jinja2.

Steph Howson

30 mai 2018

Data Science

How to Install and Use Homebrew

Discover Homebrew for data science. Learn how you can use this package manager to install, update, and remove technologies such as Apache Spark and Graphviz.

DataCamp Team

23 mai 2018

Long to Wide Data in R

Learn why you would transform your data from a long to a wide format and vice versa and explore how to do this in R with melt() and dcast()!

DataCamp Team

8 mai 2018

GFLASSO: Graph-Guided Fused LASSO in R

Explore graph-structured multi-task regression with the GFLASSO R package with this tutorial!

Francisco Lima

26 aprilie 2018

Network Analysis in R: Centrality Measures

Explore the definition of centrality, learn what different types of centrality measures exist in network analysis and pick the best one for a given network!

Minoo Ashtiani

17 aprilie 2018

Logistic Regression in R Tutorial

Discover all about logistic regression: how it differs from linear regression, how to fit and evaluate these models it in R with the glm() function and more!

Vidhi Chugh

17 martie 2023

Getting Started with the Tidyverse: Tutorial

Start analyzing titanic data with R and the tidyverse: learn how to filter, arrange, summarise, mutate and visualize your data with dplyr and ggplot2!

Hugo Bowne-Anderson

10 aprilie 2018

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Tehnologii

Tutoriale de Data Science

Introduction to k-Means Clustering with scikit-learn in Python

Setup a Data Science Environment on your Computer

Machine Learning and NLP using R: Topic Modeling and Music Classification

Decision Trees in Machine Learning Using R

Python String to DateTime: How to Convert Strings to DateTime Objects

Custom Templates for Jupyter Notebooks with Jinja2

How to Install and Use Homebrew

Long to Wide Data in R

GFLASSO: Graph-Guided Fused LASSO in R

Network Analysis in R: Centrality Measures

Logistic Regression in R Tutorial

Getting Started with the Tidyverse: Tutorial

Subiecte

Tehnologii