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Cursussen en projecten

cursus

Introduction to SQL

Introduction to SQL

This course is perfect for beginners ready to explore the world of SQL. Whether you're just starting out in database management or aiming to use SQL for your application development projects, this course covers the essentials. You'll quickly learn how to leverage the full potential of SQL, from querying and managing data to seamlessly integrating it into real-world applications. By the end of the course, you'll have the confidence and skills to solve practical problems with SQL and enhance your development process.

4.8

(83)

description 4 uren
description 41 hoofdstukken

Beginner

1 NU AAN HET STUDEREN

cursus

Pandas First Steps

Pandas First Steps

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.

4.4

(5)

description 4 uren
description 33 hoofdstukken

Halfgevorderd

cursus

Excel Formulas

Excel Formulas

Unlock the full potential of Excel by learning how to use formulas and functions to simplify tasks, analyze data, and work more efficiently. You'll explore everything from basic arithmetic and conditional logic to dynamic arrays and powerful lookup tools like VLOOKUP, MATCH, and INDIRECT. With practical examples and clear explanations, you'll build a solid foundation and discover smarter ways to manage and manipulate your spreadsheets.

4.5

(4)

description 1 uur
description 15 hoofdstukken

Beginner

cursus

Intermediate SQL

Intermediate SQL

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.

5.0

(4)

description 3 uren
description 25 hoofdstukken

Halfgevorderd

project

Conducting Exploratory Data Analysis of Nobel Prizes

Conducting Exploratory Data Analysis of Nobel Prizes

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.

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description 1 uur
description 6 hoofdstukken

Halfgevorderd

project

Extracting Text Meaning using TF-IDF

Extracting Text Meaning using TF-IDF

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.

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description 2 uren
description 12 hoofdstukken

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cursus

NumPy in a Nutshell

NumPy in a Nutshell

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.

4.3

(3)

description 3 uren
description 21 hoofdstukken

Halfgevorderd

project

Recognizing Handwritten Digits

Recognizing Handwritten Digits

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.

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description 2 uren
description 10 hoofdstukken

Gevorderd

cursus

Introduction to Neural Networks

Introduction to Neural Networks

Neural networks are powerful algorithms inspired by the structure of the human brain that are used to solve complex machine learning problems. You will build your own Neural Network from scratch to understand how it works. After this course, you will be able to create neural networks for solving classification and regression problems using the scikit-learn library.

5.0

(3)

description 4 uren
description 25 hoofdstukken

Gevorderd

cursus

Advanced Techniques in pandas

Advanced Techniques in pandas

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.

4.5

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description 4 uren
description 33 hoofdstukken

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cursus

Ultimate NumPy

Ultimate NumPy

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.

5.0

(2)

description 3 uren
description 27 hoofdstukken

Halfgevorderd

project

Identifying the Most Frequent Words in Text

Identifying the Most Frequent Words in Text

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.

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description 1 uur
description 11 hoofdstukken

Beginner

cursus

Databases in Python

Databases in Python

"Databases in Python" is a hands-on course designed to teach you the fundamentals of working with databases using Python, focusing on the sqlite3 library and SQLAlchemy. You’ll learn how to store, modify, and retrieve data, build efficient queries, and configure databases for your projects. The course covers both SQL basics and the ORM (Object-Relational Mapping) approach, which allows you to interact with databases through Python objects. This course is perfect for beginners looking to deepen their skills in data management, application development, and information handling.

5.0

(3)

description 3 uren
description 21 hoofdstukken

Halfgevorderd

cursus

ML Introduction with scikit-learn

ML Introduction with scikit-learn

Machine learning is now used everywhere. Want to learn it yourself? This course is an introduction to the world of Machine learning for you to learn basic concepts, work with Scikit-learn – the most popular library for ML and build your first Machine Learning project. This course is intended for students with a basic knowledge of Python, Pandas, and Numpy.

5.0

(2)

description 4 uren
description 32 hoofdstukken

Halfgevorderd

cursus

Association Rule Mining

Association Rule Mining

The Association Rule Mining course offers a comprehensive exploration of the principles and methodologies behind uncovering meaningful associations in large datasets. From understanding the fundamental measures like support, confidence, and lift to employing advanced algorithms such as Apriori and FP-Growth, you will develop the skills necessary to extract valuable insights from transactional data. Through practical applications in diverse domains like retail, healthcare, and finance, participants learn to drive data-driven decision-making, optimize business processes, and uncover hidden opportunities for growth and innovation.

nieuw

description 2 uren
description 15 hoofdstukken

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Introduction to SQL

Introduction to SQL

This course is perfect for beginners ready to explore the world of SQL. Whether you're just starting out in database management or aiming to use SQL for your application development projects, this course covers the essentials. You'll quickly learn how to leverage the full potential of SQL, from querying and managing data to seamlessly integrating it into real-world applications. By the end of the course, you'll have the confidence and skills to solve practical problems with SQL and enhance your development process.

4.8

(83)

description 4 uren
description 41 hoofdstukken

Beginner

1 NU AAN HET STUDEREN

cursus

Pandas First Steps

Pandas First Steps

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.

4.4

(5)

description 4 uren
description 33 hoofdstukken

Halfgevorderd

cursus

Excel Formulas

Excel Formulas

Unlock the full potential of Excel by learning how to use formulas and functions to simplify tasks, analyze data, and work more efficiently. You'll explore everything from basic arithmetic and conditional logic to dynamic arrays and powerful lookup tools like VLOOKUP, MATCH, and INDIRECT. With practical examples and clear explanations, you'll build a solid foundation and discover smarter ways to manage and manipulate your spreadsheets.

4.5

(4)

description 1 uur
description 15 hoofdstukken

Beginner

cursus

Intermediate SQL

Intermediate SQL

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.

5.0

(4)

description 3 uren
description 25 hoofdstukken

Halfgevorderd

project

Conducting Exploratory Data Analysis of Nobel Prizes

Conducting Exploratory Data Analysis of Nobel Prizes

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.

nieuw

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description 1 uur
description 6 hoofdstukken

Halfgevorderd

project

Extracting Text Meaning using TF-IDF

Extracting Text Meaning using TF-IDF

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.

nieuw

For Ultimate

Alleen voor Ultimate

description 2 uren
description 12 hoofdstukken

Halfgevorderd

cursus

NumPy in a Nutshell

NumPy in a Nutshell

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.

4.3

(3)

description 3 uren
description 21 hoofdstukken

Halfgevorderd

project

Recognizing Handwritten Digits

Recognizing Handwritten Digits

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.

nieuw

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description 2 uren
description 10 hoofdstukken

Gevorderd

cursus

Introduction to Neural Networks

Introduction to Neural Networks

Neural networks are powerful algorithms inspired by the structure of the human brain that are used to solve complex machine learning problems. You will build your own Neural Network from scratch to understand how it works. After this course, you will be able to create neural networks for solving classification and regression problems using the scikit-learn library.

5.0

(3)

description 4 uren
description 25 hoofdstukken

Gevorderd

cursus

Advanced Techniques in pandas

Advanced Techniques in pandas

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.

4.5

(2)

description 4 uren
description 33 hoofdstukken

Halfgevorderd

cursus

Ultimate NumPy

Ultimate NumPy

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.

5.0

(2)

description 3 uren
description 27 hoofdstukken

Halfgevorderd

project

Identifying the Most Frequent Words in Text

Identifying the Most Frequent Words in Text

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.

nieuw

For Ultimate

Alleen voor Ultimate

description 1 uur
description 11 hoofdstukken

Beginner

cursus

Databases in Python

Databases in Python

"Databases in Python" is a hands-on course designed to teach you the fundamentals of working with databases using Python, focusing on the sqlite3 library and SQLAlchemy. You’ll learn how to store, modify, and retrieve data, build efficient queries, and configure databases for your projects. The course covers both SQL basics and the ORM (Object-Relational Mapping) approach, which allows you to interact with databases through Python objects. This course is perfect for beginners looking to deepen their skills in data management, application development, and information handling.

5.0

(3)

description 3 uren
description 21 hoofdstukken

Halfgevorderd

cursus

ML Introduction with scikit-learn

ML Introduction with scikit-learn

Machine learning is now used everywhere. Want to learn it yourself? This course is an introduction to the world of Machine learning for you to learn basic concepts, work with Scikit-learn – the most popular library for ML and build your first Machine Learning project. This course is intended for students with a basic knowledge of Python, Pandas, and Numpy.

5.0

(2)

description 4 uren
description 32 hoofdstukken

Halfgevorderd

cursus

Association Rule Mining

Association Rule Mining

The Association Rule Mining course offers a comprehensive exploration of the principles and methodologies behind uncovering meaningful associations in large datasets. From understanding the fundamental measures like support, confidence, and lift to employing advanced algorithms such as Apriori and FP-Growth, you will develop the skills necessary to extract valuable insights from transactional data. Through practical applications in diverse domains like retail, healthcare, and finance, participants learn to drive data-driven decision-making, optimize business processes, and uncover hidden opportunities for growth and innovation.

nieuw

description 2 uren
description 15 hoofdstukken

Halfgevorderd

cursus

Introduction to SQL

Introduction to SQL

This course is perfect for beginners ready to explore the world of SQL. Whether you're just starting out in database management or aiming to use SQL for your application development projects, this course covers the essentials. You'll quickly learn how to leverage the full potential of SQL, from querying and managing data to seamlessly integrating it into real-world applications. By the end of the course, you'll have the confidence and skills to solve practical problems with SQL and enhance your development process.

4.8

(83)

description 4 uren
description 41 hoofdstukken

Beginner

1 NU AAN HET STUDEREN

cursus

Pandas First Steps

Pandas First Steps

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.

4.4

(5)

description 4 uren
description 33 hoofdstukken

Halfgevorderd

cursus

Excel Formulas

Excel Formulas

Unlock the full potential of Excel by learning how to use formulas and functions to simplify tasks, analyze data, and work more efficiently. You'll explore everything from basic arithmetic and conditional logic to dynamic arrays and powerful lookup tools like VLOOKUP, MATCH, and INDIRECT. With practical examples and clear explanations, you'll build a solid foundation and discover smarter ways to manage and manipulate your spreadsheets.

4.5

(4)

description 1 uur
description 15 hoofdstukken

Beginner

cursus

Intermediate SQL

Intermediate SQL

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.

5.0

(4)

description 3 uren
description 25 hoofdstukken

Halfgevorderd

project

Conducting Exploratory Data Analysis of Nobel Prizes

Conducting Exploratory Data Analysis of Nobel Prizes

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.

nieuw

For Ultimate

Alleen voor Ultimate

description 1 uur
description 6 hoofdstukken

Halfgevorderd

project

Extracting Text Meaning using TF-IDF

Extracting Text Meaning using TF-IDF

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.

nieuw

For Ultimate

Alleen voor Ultimate

description 2 uren
description 12 hoofdstukken

Halfgevorderd

cursus

NumPy in a Nutshell

NumPy in a Nutshell

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.

4.3

(3)

description 3 uren
description 21 hoofdstukken

Halfgevorderd

project

Recognizing Handwritten Digits

Recognizing Handwritten Digits

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.

nieuw

For Ultimate

Alleen voor Ultimate

description 2 uren
description 10 hoofdstukken

Gevorderd

cursus

Introduction to Neural Networks

Introduction to Neural Networks

Neural networks are powerful algorithms inspired by the structure of the human brain that are used to solve complex machine learning problems. You will build your own Neural Network from scratch to understand how it works. After this course, you will be able to create neural networks for solving classification and regression problems using the scikit-learn library.

5.0

(3)

description 4 uren
description 25 hoofdstukken

Gevorderd

cursus

Advanced Techniques in pandas

Advanced Techniques in pandas

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.

4.5

(2)

description 4 uren
description 33 hoofdstukken

Halfgevorderd

cursus

Ultimate NumPy

Ultimate NumPy

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.

5.0

(2)

description 3 uren
description 27 hoofdstukken

Halfgevorderd

project

Identifying the Most Frequent Words in Text

Identifying the Most Frequent Words in Text

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.

nieuw

For Ultimate

Alleen voor Ultimate

description 1 uur
description 11 hoofdstukken

Beginner

cursus

Databases in Python

Databases in Python

"Databases in Python" is a hands-on course designed to teach you the fundamentals of working with databases using Python, focusing on the sqlite3 library and SQLAlchemy. You’ll learn how to store, modify, and retrieve data, build efficient queries, and configure databases for your projects. The course covers both SQL basics and the ORM (Object-Relational Mapping) approach, which allows you to interact with databases through Python objects. This course is perfect for beginners looking to deepen their skills in data management, application development, and information handling.

5.0

(3)

description 3 uren
description 21 hoofdstukken

Halfgevorderd

cursus

ML Introduction with scikit-learn

ML Introduction with scikit-learn

Machine learning is now used everywhere. Want to learn it yourself? This course is an introduction to the world of Machine learning for you to learn basic concepts, work with Scikit-learn – the most popular library for ML and build your first Machine Learning project. This course is intended for students with a basic knowledge of Python, Pandas, and Numpy.

5.0

(2)

description 4 uren
description 32 hoofdstukken

Halfgevorderd

cursus

Association Rule Mining

Association Rule Mining

The Association Rule Mining course offers a comprehensive exploration of the principles and methodologies behind uncovering meaningful associations in large datasets. From understanding the fundamental measures like support, confidence, and lift to employing advanced algorithms such as Apriori and FP-Growth, you will develop the skills necessary to extract valuable insights from transactional data. Through practical applications in diverse domains like retail, healthcare, and finance, participants learn to drive data-driven decision-making, optimize business processes, and uncover hidden opportunities for growth and innovation.

nieuw

description 2 uren
description 15 hoofdstukken

Halfgevorderd

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