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Machine Learning courses

Machine learning is revolutionizing the way we interact with data, allowing for predictive modeling and intelligent decision-making. Our courses cover a wide range of machine learning techniques and tools, preparing you to harness the power of algorithms and data-driven insights.

What you'll learn

Enhance critical thinking and problem-solving abilities.

Master techniques in supervised and unsupervised learning.

Develop skills in neural networks and natural language processing.

Gain confidence in using tools like TensorFlow, scikit-learn, and Python for machine learning.

Browse Machine Learning courses and projects

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Only for Ultimate

Recognizing Handwritten Digits

new

Recognizing Handwritten Digits

2 hours

10 chapters

Advanced

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.

project

Only for Ultimate

Identifying Fake News

new

Identifying Fake News

1 hour

7 chapters

Advanced

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

course

ML Introduction with scikit-learn

5.0

(2)

3 STUDYING NOW

ML Introduction with scikit-learn

4 hours

33 chapters

Intermediate

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.

course

Introduction to NLP

new

Introduction to NLP

4 hours

24 chapters

Advanced

Let's explore the fundamentals of Natural Language Processing (NLP) as you delve into text preprocessing techniques and various text models used to represent text data. You will gain practical insights and hands-on experience with the tools and methods essential for analyzing and interpreting textual data effectively. This course equips you with the skills to transform raw text into meaningful information, paving the way for advanced applications in AI and machine learning.

course

Image Synthesis Through Generative Networks

new

Image Synthesis Through Generative Networks

3 hours

19 chapters

Advanced

Discover the artistry behind image generation using generative networks in our course. From theory to practice, delve into the world of generative networks, unlocking the secrets to crafting captivating images from data.

course

Classification with Python

new

Classification with Python

4 hours

28 chapters

Intermediate

In machine learning, classification is used in predictive modeling to assign input data with a class label. Sounds difficult? Don't worry! Let's cope with this! Welcome to the ML!

course

Cluster Analysis

new

Cluster Analysis

2 hours

14 chapters

Intermediate

Clustering is one of the fundamental machine learning techniques that allows you to solve many complex problems in real life: market segmentation, anomaly detection, dimensionality reduction, revealing hidden patterns, etc.

course

Ensemble Learning

new

Ensemble Learning

4 hours

22 chapters

Advanced

Ensemble Learning is an advanced machine learning technique that combines multiple models to improve overall predictive performance and decision-making when solving real-life tasks.

project

Only for Ultimate

Logistic Regression Mastering

new

Logistic Regression Mastering

1 hour

6 chapters

Advanced

Logistic regression is a statistical method for analyzing a dataset in which there are one or more independent variables that determine an outcome. In this project, we will leverage logistic regression to classify data into two distinct categories. The process will involve data preprocessing, model training, evaluation, and tuning to achieve optimal performance.

project

Only for Ultimate

Logistic Regression Mastering

new

Logistic Regression Mastering

1 hour

7 chapters

Advanced

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

course

Data Science Interview Challenge

new

Data Science Interview Challenge

5 hours

43 chapters

Intermediate

Ready to try your hand at data science? This course is designed to challenge your existing knowledge and hands-on skills, ensuring you are fully prepared for any twists and turns a data science interview might present. We'll push your understanding of critical topics to the limit, assessing your readiness for real-life scenarios.

course

Introduction to Big Data with Apache Spark in Python

new

Introduction to Big Data with Apache Spark in Python

2 hours

14 chapters

Intermediate

This course will help those who want to get some of Big Data basics, including different types of distributed computings and such programming paradigm as MapReduce. Also, main part of the course will be devoted to such framework as Apache Spark and it's high-level API PySpark using Python programming language.

course

Linear Regression for ML

new

Linear Regression for ML

2 hours

18 chapters

Intermediate

coming soon

project

Linear regression for non-linear functions

Only for Ultimate

Linear regression for non-linear functions

new

Linear regression for non-linear functions

1 hour

4 chapters

Intermediate

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.

course

Time Series Analysis

new

Time Series Analysis

3 hours

26 chapters

Intermediate

What can be done with thousands of online store purchase records? How can we analyze this data and predict its growth? In this course, you will learn what parameters we can analyze in time series and how to create predictive models. Let's get started!

project

Only for Ultimate

Recognizing Handwritten Digits

new

project

Only for Ultimate

Identifying Fake News

new

ML Introduction with scikit-learn

5.0

Introduction to NLP

new

Image Synthesis Through Generative Networks

new

Classification with Python

new

Cluster Analysis

new

Ensemble Learning

new

project

Only for Ultimate

Logistic Regression Mastering

new

project

Only for Ultimate

Logistic Regression Mastering

new

Data Science Interview Challenge

new

Introduction to Big Data with Apache Spark in Python

new

Linear Regression for ML

new

project

Only for Ultimate

Linear regression for non-linear functions

new

Time Series Analysis

new

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The main thing is to learn and not give up

The material is good, there is a lot to learn, all in order to become better and the main thing is to learn what you want....

Matteo Comune

Thanks to them I'm learning a lot…

Thanks to them I'm learning a lot faster because they help you to understand everything from scratch. It's the best website that helps people with no background in IT...

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great course for beginners

great course for beginners, they test your knowledge in every lesson...

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I am enjoying my Codefinity experience…

I am enjoying my Codefinity experience learning Python. The self-paced way of learning is great because I can fit it into my schedule...

Alexandru Alexandru

Is nice to learn from codefinity

Is nice to learn from codefinity. Its easy and have good examples on what I learned here...

jacob Templet

Easy to follow along with and provides…

Easy to follow along with and provides challenge in my every day life. The challenge keeps me wanting to learn day after day...

Elan

Codefinity is a comprehensive learning…

Codefinity is a comprehensive learning tool to help you develop your skills as a software engineer or data scientist. The exercises are fun and a good way to sharpen your skills...

Thibault

First time learning how to code

First time learning how to code and successfully doing so with codefinity - thank you...

Adrien Morel

Well designed for total beginners

Well designed for total beginners, incremental progress and makes me feel confident....

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it's simply perfectly well explained

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project

Only for Ultimate

Building a Classic Snake Game

5.0

(1)

Building a Classic Snake Game

1 hour

11 chapters

Intermediate

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.

project

Only for Ultimate

Crafting a Classic Hangman Game

4.0

(1)

Crafting a Classic Hangman Game

1 hour

9 chapters

Beginner

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.

project

Only for Ultimate

Building a Classic Snake Game

new

Building a Classic Snake Game

1 hour

11 chapters

Intermediate

project

Conducting Exploratory Data Analysis of Nobel Prizes

Only for Ultimate

Conducting Exploratory Data Analysis of Nobel Prizes

new

Conducting Exploratory Data Analysis of Nobel Prizes

1 hour

6 chapters

Intermediate

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.

project

Only for Ultimate

Regex Wizards (Project)

new

Regex Wizards (Project)

1 hour

9 chapters

Beginner

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

project

Only for Ultimate

Building Arcade Game

new

Building Arcade Game

1 hour

13 chapters

Beginner

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.

project

Only for Ultimate

Extracting Text Meaning using TF-IDF

new

Extracting Text Meaning using TF-IDF

2 hours

12 chapters

Intermediate

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.

project

Only for Ultimate

Manipulating and Combining PDFs

new

Manipulating and Combining PDFs

1 hour

9 chapters

Beginner

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.

project

Only for Ultimate

Recognizing Handwritten Digits

new

Recognizing Handwritten Digits

2 hours

10 chapters

Advanced

project

Only for Ultimate

Identifying Fake News

new

Identifying Fake News

1 hour

7 chapters

Advanced

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

project

Identifying the Most Frequent Words in Text

Only for Ultimate

Identifying the Most Frequent Words in Text

new

Identifying the Most Frequent Words in Text

1 hour

11 chapters

Beginner

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.

project

Only for Ultimate

Time Series Essentials

new

Time Series Essentials

1 hour

8 chapters

Intermediate

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

project

Only for Ultimate

Tweet Sentiment Analysis

new

Tweet Sentiment Analysis

2 hours

11 chapters

Advanced

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

project

Only for Ultimate

Best Practices: Python OOP

new

Best Practices: Python OOP

1 hour

8 chapters

Intermediate

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

project

Fundamentals of Image Manipulation with Python

Only for Ultimate

Fundamentals of Image Manipulation with Python

new

Fundamentals of Image Manipulation with Python

1 hour

11 chapters

Intermediate

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

project

Only for Ultimate

Identifying Spam Emails

new

Identifying Spam Emails

2 hours

11 chapters

Advanced

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

project

Automating Data Collection from Web Sources

Only for Ultimate

Automating Data Collection from Web Sources

new

Automating Data Collection from Web Sources

1 hour

7 chapters

Intermediate

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

project

Gaining Insights with Data Visualization

Only for Ultimate

Gaining Insights with Data Visualization

new

Gaining Insights with Data Visualization

1 hour

10 chapters

Intermediate

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

project

Only for Ultimate

Getting into NumPy Basics

new

Getting into NumPy Basics

1 hour

7 chapters

Intermediate

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.

project

Unveiling the Power of Data Manipulation with Pandas

Only for Ultimate

Unveiling the Power of Data Manipulation with Pandas

5.0

(1)

Unveiling the Power of Data Manipulation with Pandas

1 hour

7 chapters

Intermediate

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

project

Only for Ultimate

Clustering Demystified

new

Clustering Demystified

2 hours

11 chapters

Advanced

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

project

Only for Ultimate

Excel Automation with Python (project)

new

Excel Automation with Python (project)

1 hour

11 chapters

Intermediate

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

project

Only for Ultimate

Logistic Regression Mastering

new

Logistic Regression Mastering

1 hour

7 chapters

Advanced

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

project

Organizing Date and Time Data for Analysis and Applications

Only for Ultimate

Organizing Date and Time Data for Analysis and Applications

new

1 STUDYING NOW

Organizing Date and Time Data for Analysis and Applications

1 hour

7 chapters

Beginner

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

project

Only for Ultimate

TEST E2E PROJECT BEGINNER

new

TEST E2E PROJECT BEGINNER

0 hour

0 chapter

Beginner

___

project

Only for Ultimate

TEST E2E PROJECT INTERMEDIATE

new

TEST E2E PROJECT INTERMEDIATE

0 hour

0 chapter

Intermediate

___

project

Only for Ultimate

TEST PROJECT

4.0

(331)

603 STUDYING NOW

TEST PROJECT

0 hour

2 chapters

Beginner

project

Analyzing FIFA-17 players data with pandas

Only for Ultimate

Analyzing FIFA-17 players data with pandas

new

Analyzing FIFA-17 players data with pandas

1 hour

10 chapters

Intermediate

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.

project

Only for Ultimate

Basic linear models

new

Basic linear models

0 hour

5 chapters

Beginner

description

project

Only for Ultimate

Create the strongest Pokemon

new

Create the strongest Pokemon

1 hour

4 chapters

Intermediate

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

project

Only for Ultimate

Gradient descent for linear regression

new

Gradient descent for linear regression

1 hour

8 chapters

Intermediate

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.

project

Only for Ultimate

Indian Food Project

new

Indian Food Project

0 hour

1 chapter

Intermediate

something

project

Introduction to Jupyter notebook: Python

Only for Ultimate

Introduction to Jupyter notebook: Python

new

Introduction to Jupyter notebook: Python

1 hour

6 chapters

Beginner

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

project

Only for Ultimate

Introduction to Jupyter notebook: R

new

Introduction to Jupyter notebook: R

1 hour

7 chapters

Beginner

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

project

Only for Ultimate

Is the mushroom poisonous?

new

Is the mushroom poisonous?

0 hour

3 chapters

Intermediate

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

project

Only for Ultimate

Linear regression for non-linear functions

new

Linear regression for non-linear functions

1 hour

4 chapters

Intermediate

project

Only for Ultimate

Lohvyn project test

new

Lohvyn project test

0 hour

1 chapter

Beginner

test desc

project

Only for Ultimate

Oleh Project Test Testing

new

Oleh Project Test Testing

0 hour

1 chapter

Beginner

)

project

Only for Ultimate

Predict rain in Australia

new

Predict rain in Australia

0 hour

3 chapters

Intermediate

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

project

Predict the release clause of FIFA 2019 players

Only for Ultimate

Predict the release clause of FIFA 2019 players

new

Predict the release clause of FIFA 2019 players

1 hour

7 chapters

Intermediate

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

project

Only for Ultimate

Selenium Project

new

Selenium Project

1 hour

10 chapters

Beginner

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

project

Only for Ultimate

Stock Prices Prediction Project

new

Stock Prices Prediction Project

2 hours

10 chapters

Advanced

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

project

Only for Ultimate

TEST PROJECT WITH COLUMN CHAPTERS

new

TEST PROJECT WITH COLUMN CHAPTERS

0 hour

0 chapter

Beginner

TEST PROJECT WITH COLUMN CHAPTERS

project

Only for Ultimate

TEST PROJECT(deprecated)

new

TEST PROJECT(deprecated)

0 hour

0 chapter

Advanced

---

project

Only for Ultimate

Test project with task

new

100 STUDYING NOW

Test project with task

0 hour

2 chapters

Beginner

test description

project

Only for Ultimate

test project

new

test project

0 hour

0 chapter

Beginner

coming soon

project

Only for Ultimate

test project

new

test project

0 hour

1 chapter

Beginner

consequat Lorem Excepteur

project

Only for Ultimate

E2E TEST PROJECT

new

138 STUDYING NOW

E2E TEST PROJECT

0 hour

3 chapters

Intermediate

Project for e2e testing

project

Only for Ultimate

Building a Classic Snake Game

5.0

(1)

Building a Classic Snake Game

1 hour

11 chapters

Intermediate

project

Only for Ultimate

Crafting a Classic Hangman Game

4.0

(1)

Crafting a Classic Hangman Game

1 hour

9 chapters

Beginner

project

Only for Ultimate

Building a Classic Snake Game

new

Building a Classic Snake Game

1 hour

11 chapters

Intermediate

project

Only for Ultimate

Conducting Exploratory Data Analysis of Nobel Prizes

new

Conducting Exploratory Data Analysis of Nobel Prizes

1 hour

6 chapters

Intermediate

...

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