Incerto onde
começar?

Cursos de Data Analytics

Learn key data analysis techniques, such as inspecting, cleaning, transforming, and modeling data. With hands-on practice using essential technologies like Python, R, and SQL, you'll gain the confidence to extract valuable insights and drive impactful decision-making in any industry. Our practical approach ensures you'll be well-equipped to excel in the world of data analysis.

What you'll learn

Enhance critical thinking and problem-solving abilities

Extract meaningful insights from vast datasets

Analyze market trends to identify growth opportunities

Advanced career prospects in fields reliant on data-driven strategies

Browse Data Analytics courses and projects

Courses & Projects

Tecnologias

Filtros

Tópico

Análise de Dados

Nível

Tipo de lição

Filtros

Tópico

Análise de Dados

Nível

Tipo de lição

curso

Data Analysis with Excel

4.2

(5)

Data Analysis with Excel

2 horas

15 capítulos

Intermediário

Data Analysis with Excel provides a practical guide to mastering the most essential data management, manipulation, and analysis techniques using Microsoft Excel. You'll gain proficiency in Excel's powerful capabilities, progressing through data analysis methods, and creating dynamic visualizations and interactive dashboards. By the end, you'll learn to automate reporting and apply advanced analytics, equipping you to make informed, data-driven decisions efficiently.

projeto

Somente para Ultimate

Conducting A/B Test

4.5

(2)

Conducting A/B Test

2 horas

14 capítulos

Intermediário

In the world of business, making decisions based on hard data rather than intuition can be the key to success. This course focuses on one crucial technique: analyzing A/B test data. The centerpiece of the course is a project where you'll conduct a detailed analysis of an A/B test. This project, which you can showcase in your CV, is hosted on Codefinity, allowing you to continually refine it and demonstrate your growing expertise.

curso

Excel for Beginners

4.6

(24)

388 ESTUDANDO AGORA

Excel for Beginners

4 horas

49 capítulos

Iniciante

Dive into the world of Excel with this comprehensive video course, designed to take you from basic navigation to mastering functions and basic data analysis. Starting with foundational skills like data entry and cell formatting, you'll quickly progress to using powerful tools. Whether you're organizing large datasets, performing statistical analysis, or creating dynamic charts, this course equips you with the practical skills needed in today’s data-driven environment.

curso

Pandas First Steps

4.4

(5)

Pandas First Steps

4 horas

34 capítulos

Intermediário

Pandas is an extremely user-friendly library for data analysis. It's also designed to handle large datasets, using data structures like DataFrame and Series. This makes it an invaluable tool for Data Science. In this guide, you'll get acquainted with a range of statistical functions, including how to find correlations, modes, medians, and maximum and minimum values within a dataset. You'll also learn how to handle missing values and manipulate specific values, as well as how to remove them.

curso

Intermediate SQL

5.0

(4)

Intermediate SQL

3 horas

25 capítulos

Intermediário

This course is perfect for those who already have a basic understanding of SQL and want to delve into more advanced concepts to craft more powerful queries. Throughout the course, you will become familiar with data grouping and filtering grouped data. You will also learn how to work with multiple tables simultaneously, including how to combine them. Additionally, you will explore different types of table joins and how to apply them in practice.

curso

Excel Formulas

4.3

(3)

Excel Formulas

1 hora

15 capítulos

Iniciante

This course is designed for beginners who want to start exploring formulas in Excel. You'll begin with the basics and then discover some really useful formulas for daily use. You'll learn about array formulas and how they work, and you'll also dive into Lookup and Reference functions.

projeto

Conducting Exploratory Data Analysis of Nobel Prizes

Somente para Ultimate

Conducting Exploratory Data Analysis of Nobel Prizes

novo

Conducting Exploratory Data Analysis of Nobel Prizes

1 hora

6 capítulos

Intermediário

We will delve into the concept of Exploratory Data Analysis (EDA) and explore its critical role within every Data Analysis process, particularly focusing on the analysis of Nobel Prizes. EDA serves as a foundational step that enables data scientists and analysts to uncover patterns, anomalies, and insights from data through visual and statistical methods.

curso

Introduction to Power BI

novo

Introduction to Power BI

3 horas

32 capítulos

Iniciante

Power BI is an essential tool for any aspiring data analyst or business professional. Learn how to transform raw data into insightful visualizations and interactive dashboards, connect to various data sources, and create compelling reports for informed decision-making.

curso

Excel for Finance

novo

Excel for Finance

3 horas

22 capítulos

Intermediário

This advanced course will guide you from preparing raw data for analysis to building an automated dashboard. You will learn how to calculate the Profits & Losses for a small business, "The Artisan Bakery". Dive deep into the essentials of business analytics with practical, real-world applications and transform data into insightful, actionable outcomes.

projeto

Somente para Ultimate

Extracting Text Meaning using TF-IDF

novo

Extracting Text Meaning using TF-IDF

2 horas

12 capítulos

Intermediário

This project focuses on the design and implementation of a robust text summarizer, built using Python. By harnessing the capabilities of Python’s Natural Language Toolkit (NLTK), participants will gain hands-on experience in processing and analyzing textual data. The project covers a range of NLP techniques essential for text summarization. Participants will develop skills in parsing text and extracting meaningful content, learning how to filter essential information from large volumes of text.

curso

NumPy in a Nutshell

4.3

(3)

NumPy in a Nutshell

3 horas

21 capítulos

Intermediário

NumPy is one of the basic packages for scientific computing in Python. The 'NumPy in a Nutshell' course will introduce you to such a powerful tool as NumPy, which is convenient for working with arrays of different sizes. After completing this course, you will be able to easily work with matrices, using various functions. In addition, during the course, you will learn basic methods for working with arrays that simplify code writing.

curso

Advanced Techniques in pandas

4.5

(2)

Advanced Techniques in pandas

4 horas

33 capítulos

Intermediário

This course contains a lot of useful functions for a future data analyst. You will learn different ways of extracting data and even set conditions on it. After it, you will be familiar with the methods of grouping data. Also, you will learn how to preprocess data. Each section has its data set so that the course will be gripping.

curso

Ultimate NumPy

5.0

(2)

1 ESTUDANDO AGORA

Ultimate NumPy

4 horas

28 capítulos

Intermediário

Unlock the full potential of Python's most essential library for numerical computing, NumPy. This comprehensive course is designed to take you from a beginner's understanding to an advanced level of proficiency in NumPy. Whether you're a data scientist, engineer, researcher, or developer, mastering NumPy is essential for efficient data manipulation, scientific computing, and machine learning.

curso

Business Analysis Fundamentals

5.0

(1)

Business Analysis Fundamentals

2 horas

18 capítulos

Iniciante

Navigating the intricacies of Business Analysis is a transformative journey that unveils the dynamic intersection of strategy, technology, and organizational objectives. Delve into the heart of this discipline, where professionals craft solutions, facilitate change and bridge the gap between business needs and IT capabilities.

curso

Python Loops Tutorial

3.0

(1)

Python Loops Tutorial

2 horas

22 capítulos

Iniciante

Python provides three ways for executing the loops. While all the ways provide similar basic functionality, they differ in their syntax and condition checking time. Today we start learning these loops. Welcome to Python Loops Tutorial!

Data Analysis with Excel

4.2

project

Somente para Ultimate

project

Somente para Ultimate

Conducting Exploratory Data Analysis of Nobel Prizes

new

Introduction to Power BI

new

Excel for Finance

new

project

Somente para Ultimate

Extracting Text Meaning using TF-IDF

new

NumPy in a Nutshell

4.3

Advanced Techniques in pandas

4.5

Ultimate NumPy

5.0

Business Analysis Fundamentals

5.0

Python Loops Tutorial

3.0

Sorry... We can't find
what you're looking for

1 2 3 ...5

1 2 ...

Become a Data Analytics expert

Interactive exercises

Learning videos

AI-assistant on all courses

Workspaces for designing your own projects

Join 1.5+ million advancing in AI and data skills at Codefinity

Mais de 200,000 avaliações de 5 estrelas
e contando

Ruslan Kravchuk

O principal é aprender e não desistir

O material é bom, há muito a aprender, tudo para se tornar melhor e o principal é aprender o que você quer....

Matteo Comune

Graças a eles, estou aprendendo muito…

Graças a eles, estou aprendendo muito mais rápido porque eles ajudam você a entender tudo desde o início. É o melhor site que ajuda pessoas sem conhecimento em TI...

Yuliana Cadavid

óptimo curso para iniciantes

ótimo curso para iniciantes, eles testam o seu conhecimento em cada lição...

Elpunzon

Estou a gostar da minha experiência com a Codefinity…

Estou a gostar da minha experiência de aprendizagem do Python com a Codefinity. A forma de aprendizagem ao meu ritmo é óptima porque posso ajustá-la ao meu horário...

Alexandru Alexandru

É bom aprender com o Codefinity

É bom aprender com o Codefinity. É fácil e tem bons exemplos do que aprendi aqui...

jacob Templet

Easy to follow along with and provides…

É fácil seguir e proporciona desafios no meu dia-a-dia. O desafio mantém-me querendo aprender dia após dia...

Elan

A Codefinity é uma ferramenta de aprendizagem abrangente…

A Codefinity é uma ferramenta de aprendizagem abrangente que ajuda a desenvolver as suas habilidades como engenheiro de software ou cientista de dados. Os exercícios são divertidos...

Thibault

Primeira vez aprendendo a programar

Primeira vez a aprender a programar e conseguindo-o com sucesso com a Codefinity - obrigado...

Adrien Morel

Bem desenhado para iniciantes totais

Bem desenhado para iniciantes totais, progresso incremental e faz-me sentir confiante....

_Gracy

é simplesmente muito bem explicado

é simplesmente perfeitamente bem explicado! Até agora, não tive qualquer dificuldade porque tudo é muito bem gerido...

Ruslan Kravchuk

O principal é aprender e não desistir

O material é bom, há muito a aprender, tudo para se tornar melhor e o principal é aprender o que você quer....

Matteo Comune

Graças a eles, estou aprendendo muito…

Graças a eles, estou aprendendo muito mais rápido porque eles ajudam você a entender tudo desde o início. É o melhor site que ajuda pessoas sem conhecimento em TI...

Yuliana Cadavid

óptimo curso para iniciantes

ótimo curso para iniciantes, eles testam o seu conhecimento em cada lição...

Elpunzon

Estou a gostar da minha experiência com a Codefinity…

Estou a gostar da minha experiência de aprendizagem do Python com a Codefinity. A forma de aprendizagem ao meu ritmo é óptima porque posso ajustá-la ao meu horário...

Alexandru Alexandru

É bom aprender com o Codefinity

É bom aprender com o Codefinity. É fácil e tem bons exemplos do que aprendi aqui...

jacob Templet

Easy to follow along with and provides…

É fácil seguir e proporciona desafios no meu dia-a-dia. O desafio mantém-me querendo aprender dia após dia...

Elan

A Codefinity é uma ferramenta de aprendizagem abrangente…

A Codefinity é uma ferramenta de aprendizagem abrangente que ajuda a desenvolver as suas habilidades como engenheiro de software ou cientista de dados. Os exercícios são divertidos...

Thibault

Primeira vez aprendendo a programar

Primeira vez a aprender a programar e conseguindo-o com sucesso com a Codefinity - obrigado...

Adrien Morel

Bem desenhado para iniciantes totais

Bem desenhado para iniciantes totais, progresso incremental e faz-me sentir confiante....

_Gracy

é simplesmente muito bem explicado

é simplesmente perfeitamente bem explicado! Até agora, não tive qualquer dificuldade porque tudo é muito bem gerido...

Chosen by students of top schools

Including 30 out of top-30 U.S. colleges

Como usar Codefinity

Passo 1

Escolha um curso

Ajudaremos você a escolher uma trajetória de aprendizado com base em seus objetivos e campo de interesse.

Passo 2

Pratique suas habilidades

Complete projetos do mundo real, crie espaços de trabalho para projetar seus próprios projetos e compartilhe-os com a comunidade.

Passo 3

Impulsione sua carreira

Ready to boost your skills?

Projects allow you to apply your knowledge to a wide range of datasets to solve real-world problems in your browser

projeto

Somente para Ultimate

Building a Classic Snake Game

5.0

(1)

Building a Classic Snake Game

1 hora

11 capítulos

Intermediário

In this project, you'll embark on a journey of game development, learning essential programming concepts while honing your creativity and problem-solving skills. Through step-by-step tutorials, you'll build a fully functional Snake game from scratch.

projeto

Somente para Ultimate

Crafting a Classic Hangman Game

4.0

(1)

Crafting a Classic Hangman Game

1 hora

9 capítulos

Iniciante

Hangman is a classic word-guessing game where players aim to uncover a hidden word by suggesting letters within a limited number of attempts. The game progresses with each incorrect guess, drawing parts of a hangman figure, leading to a loss if the figure is completed before the word is fully guessed. In this project, participants will methodically build a digital version of Hangman. We will start by loading a word list from a file, then move on to develop functions for handling guesses, updating the game state, and managing the game's flow, culminating in a complete, playable game.

projeto

Somente para Ultimate

Building a Classic Snake Game

novo

Building a Classic Snake Game

1 hora

11 capítulos

Intermediário

projeto

Somente para Ultimate

Conducting Exploratory Data Analysis of Nobel Prizes

novo

Conducting Exploratory Data Analysis of Nobel Prizes

1 hora

6 capítulos

Intermediário

projeto

Somente para Ultimate

Regex Wizards (Project)

novo

Regex Wizards (Project)

1 hora

9 capítulos

Iniciante

In this project, we are going to use regex in search and replace operations in Python.

projeto

Somente para Ultimate

Building Arcade Game

novo

Building Arcade Game

1 hora

13 capítulos

Iniciante

Dive into an electrifying Python arcade adventure with PyGame! Command a superhero through a dynamic universe, dodging space ships, snagging shimmering crystals, and outsmarting foes. Experience thrilling player control, ingenious enemy and bonus spawns, strategic collision dodges, and a vibrant, scrolling backdrop that propels you through an exhilarating journey of discovery and triumph.

projeto

Somente para Ultimate

Extracting Text Meaning using TF-IDF

novo

Extracting Text Meaning using TF-IDF

2 horas

12 capítulos

Intermediário

projeto

Somente para Ultimate

Manipulating and Combining PDFs

novo

Manipulating and Combining PDFs

1 hora

9 capítulos

Iniciante

In this project, we will study how to manipulate and extract data from PDF files, such as text and images, and combine multiple PDF files into a single document.

projeto

Somente para Ultimate

Recognizing Handwritten Digits

novo

Recognizing Handwritten Digits

2 horas

10 capítulos

Avançado

In this project, our primary objective will be to delve into the identification of handwritten digits through the application of machine learning algorithms. This endeavor aims to harness the power of machine learning to effectively interpret and understand handwritten digits, showcasing the potential of these algorithms in processing and analyzing complex visual information.

projeto

Somente para Ultimate

Identifying Fake News

novo

Identifying Fake News

1 hora

7 capítulos

Avançado

In this project, we are going to classify news and identify the fake ones.

projeto

Identifying the Most Frequent Words in Text

Somente para Ultimate

Identifying the Most Frequent Words in Text

novo

Identifying the Most Frequent Words in Text

1 hora

11 capítulos

Iniciante

In this project, we will be utilizing the capabilities of the Natural Language Toolkit (NLTK), a versatile and comprehensive library in Python designed for working with human language data. Our focus will encompass several core areas of natural language processing: tokenization, stemming, tagging and parsing. These NLTK features will form the backbone of our text processing and analysis tasks, making it an essential tool in our project for handling and extracting meaningful insights from language data.

projeto

Somente para Ultimate

Time Series Essentials

novo

Time Series Essentials

1 hora

8 capítulos

Intermediário

In this project, we are going to understand what a Time Series is and which are its main features.

projeto

Somente para Ultimate

Tweet Sentiment Analysis

novo

Tweet Sentiment Analysis

2 horas

11 capítulos

Avançado

In this project, we are going to classify tweets according to their sentiment.

projeto

Somente para Ultimate

Best Practices: Python OOP

novo

Best Practices: Python OOP

1 hora

8 capítulos

Intermediário

In this project, we are going to understand what Object Oriented Programming (OOP) is and how we can implement it in Python.

projeto

Fundamentals of Image Manipulation with Python

Somente para Ultimate

Fundamentals of Image Manipulation with Python

novo

Fundamentals of Image Manipulation with Python

1 hora

11 capítulos

Intermediário

In this project, we are going to understand how to handle images in Python.

projeto

Somente para Ultimate

Identifying Spam Emails

novo

Identifying Spam Emails

2 horas

11 capítulos

Avançado

In this project, we are going to classify spam emails according to their content.

projeto

Automating Data Collection from Web Sources

Somente para Ultimate

Automating Data Collection from Web Sources

novo

Automating Data Collection from Web Sources

1 hora

7 capítulos

Intermediário

In this project, we are going to understand how to create a simple web scraper in Python.

projeto

Gaining Insights with Data Visualization

Somente para Ultimate

Gaining Insights with Data Visualization

novo

Gaining Insights with Data Visualization

1 hora

10 capítulos

Intermediário

In this project, we are going to understand the meaning of Data Visualization and its powers.

projeto

Somente para Ultimate

Getting into NumPy Basics

novo

Getting into NumPy Basics

1 hora

7 capítulos

Intermediário

In this project, we will delve into the fundamentals of NumPy, exploring its core features and uncovering the reasons behind its significant impact on scientific computing. By understanding its architecture and capabilities, we will grasp why it is considered an essential tool for data scientists, researchers, and developers working in the realm of data analysis, machine learning, and beyond.

projeto

Unveiling the Power of Data Manipulation with Pandas

Somente para Ultimate

Unveiling the Power of Data Manipulation with Pandas

5.0

(1)

Unveiling the Power of Data Manipulation with Pandas

1 hora

7 capítulos

Intermediário

In this project, we are going to understand what Pandas is and why it is so powerful.

projeto

Somente para Ultimate

Clustering Demystified

novo

Clustering Demystified

2 horas

11 capítulos

Avançado

In this project, we are going to understand what a cluster is and how to use it in Python.

projeto

Somente para Ultimate

Excel Automation with Python (project)

novo

Excel Automation with Python (project)

1 hora

11 capítulos

Intermediário

In this project, we will study how to create, modify, and extract data from Excel spreadsheets using Python code.

projeto

Somente para Ultimate

Logistic Regression Mastering

novo

Logistic Regression Mastering

1 hora

7 capítulos

Avançado

In this project, we are going to understand the career tracks of Data Scientists.

projeto

Organizing Date and Time Data for Analysis and Applications

Somente para Ultimate

Organizing Date and Time Data for Analysis and Applications

novo

1 ESTUDANDO AGORA

Organizing Date and Time Data for Analysis and Applications

1 hora

7 capítulos

Iniciante

In this project, we are going to understand how to handle Date and Times in Python.

projeto

Somente para Ultimate

TEST E2E PROJECT BEGINNER

novo

TEST E2E PROJECT BEGINNER

0 hora

0 capítulo

Iniciante

___

projeto

Somente para Ultimate

TEST E2E PROJECT INTERMEDIATE

novo

TEST E2E PROJECT INTERMEDIATE

0 hora

0 capítulo

Intermediário

___

projeto

Somente para Ultimate

TEST PROJECT

4.0

(331)

591 ESTUDANDO AGORA

TEST PROJECT

0 hora

2 capítulos

Iniciante

projeto

Analyzing FIFA-17 players data with pandas

Somente para Ultimate

Analyzing FIFA-17 players data with pandas

novo

Analyzing FIFA-17 players data with pandas

1 hora

10 capítulos

Intermediário

In this project, you will analyze data from one of the most popular and the oldest (but still existing) computer game series - FIFA, namely FIFA-17 with pandas library and seaborn library for visualization.

projeto

Somente para Ultimate

Basic linear models

novo

Basic linear models

0 hora

5 capítulos

Iniciante

description

projeto

Somente para Ultimate

Create the strongest Pokemon

novo

Create the strongest Pokemon

1 hora

4 capítulos

Intermediário

Love the Pokemon world? Cool! In this project, you will make your own strongest Pokemon.

projeto

Somente para Ultimate

Gradient descent for linear regression

novo

Gradient descent for linear regression

1 hora

8 capítulos

Intermediário

The starting point for all optimization theory and machine learning is the idea that we can use calculus to automatically step by step change the result towards improvement. In this course, we will apply this idea to a linear model.

projeto

Somente para Ultimate

Indian Food Project

novo

Indian Food Project

0 hora

1 capítulo

Intermediário

something

projeto

Introduction to Jupyter notebook: Python

Somente para Ultimate

Introduction to Jupyter notebook: Python

novo

Introduction to Jupyter notebook: Python

1 hora

6 capítulos

Iniciante

This project settled for beginners to learn the very basic principles and concepts of Jupyter notebooks with Python.

projeto

Somente para Ultimate

Introduction to Jupyter notebook: R

novo

Introduction to Jupyter notebook: R

1 hora

7 capítulos

Iniciante

This project settled for beginners to learn the very basic principles and concepts of Jupyter notebooks with R.

projeto

Somente para Ultimate

Is the mushroom poisonous?

novo

Is the mushroom poisonous?

0 hora

3 capítulos

Intermediário

In this project, we study a dataset in which the external characteristics of mushrooms are presented, and with their help, we will predict whether the mushroom is poisonous

projeto

Linear regression for non-linear functions

Somente para Ultimate

Linear regression for non-linear functions

novo

Linear regression for non-linear functions

1 hora

4 capítulos

Intermediário

Despite its seeming limitations, linear regression allows us to approximate not only linear functions, but also square, cubic and other polynomials. We also can add more functions to the basis and approximate, for example, functions with trigonometric expressions, roots, exponents and so on.

projeto

Somente para Ultimate

Lohvyn project test

novo

Lohvyn project test

0 hora

1 capítulo

Iniciante

test desc

projeto

Somente para Ultimate

Oleh Project Test Testing

novo

Oleh Project Test Testing

0 hora

1 capítulo

Iniciante

)

projeto

Somente para Ultimate

Predict rain in Australia

novo

Predict rain in Australia

0 hora

3 capítulos

Intermediário

We invite you to become a hero in saving Australia from floods by predicting whether it will rain tomorrow!

projeto

Predict the release clause of FIFA 2019 players

Somente para Ultimate

Predict the release clause of FIFA 2019 players

novo

Predict the release clause of FIFA 2019 players

1 hora

7 capítulos

Intermediário

Like football? Good! Here we will try to predict Release clause of your favourite football players using the data from Fifa 2019!

projeto

Somente para Ultimate

Selenium Project

novo

Selenium Project

1 hora

10 capítulos

Iniciante

This project will teach us how to automate web-based tasks and test web applications in Python.

projeto

Somente para Ultimate

Stock Prices Prediction Project

novo

Stock Prices Prediction Project

2 horas

10 capítulos

Avançado

In this project, we are going to predict stock prices using ML Models.

projeto

Somente para Ultimate

TEST PROJECT WITH COLUMN CHAPTERS

novo

TEST PROJECT WITH COLUMN CHAPTERS

0 hora

0 capítulo

Iniciante

TEST PROJECT WITH COLUMN CHAPTERS

projeto

Somente para Ultimate

TEST PROJECT(deprecated)

novo

TEST PROJECT(deprecated)

0 hora

0 capítulo

Avançado

---

projeto

Somente para Ultimate

Test project with task

novo

98 ESTUDANDO AGORA

Test project with task

0 hora

2 capítulos

Iniciante

test description

projeto

Somente para Ultimate

test project

novo

test project

0 hora

0 capítulo

Iniciante

coming soon

projeto

Somente para Ultimate

test project

novo

test project

0 hora

1 capítulo

Iniciante

consequat Lorem Excepteur

projeto

Somente para Ultimate

E2E TEST PROJECT

novo

134 ESTUDANDO AGORA

E2E TEST PROJECT

0 hora

3 capítulos

Intermediário

Project for e2e testing

projeto

Somente para Ultimate

Building a Classic Snake Game

5.0

(1)

Building a Classic Snake Game

1 hora

11 capítulos

Intermediário

projeto

Somente para Ultimate

Crafting a Classic Hangman Game

4.0

(1)

Crafting a Classic Hangman Game

1 hora

9 capítulos

Iniciante

projeto

Somente para Ultimate

Building a Classic Snake Game

novo

Building a Classic Snake Game

1 hora

11 capítulos

Intermediário

projeto

Somente para Ultimate

Conducting Exploratory Data Analysis of Nobel Prizes

novo

Conducting Exploratory Data Analysis of Nobel Prizes

1 hora

6 capítulos

Intermediário

...

Ready to get started?

	ProBest intro offer	UltimateA complete experience to kickstart your career
85+ Top-Rated courses
Completion certificates
AI-Copilot in all courses
20+ hands-on Real-world projects
Personalized study tracks
Unlimited workspaces