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Courses & Projects

project

Exploring Building Design for Energy Efficiency

Exploring Building Design for Energy Efficiency

Explore how different architectural design features impact building energy performance by analyzing and visualizing heating and cooling loads from building simulation data.

project

Exploring Heart Disease Patterns in Clinical Data

Exploring Heart Disease Patterns in Clinical Data

Explore real-world patient heart health data to uncover relationships between chest pain types, demographics, and heart disease prevalence using Python analytics.

project

Exploring New York Airbnb Listings

Exploring New York Airbnb Listings

Explore Airbnb listings in New York by cleaning, filtering, and visualizing data to identify optimal neighborhoods, prices, and listing types.

project

Exploring Urban Air Quality Patterns

Exploring Urban Air Quality Patterns

This project introduces core techniques in environmental data analysis, focusing on sensor data cleaning, descriptive statistics, and short-term air quality trends.

course

Foundations of Machine Learning Track Overview

Foundations of Machine Learning Track Overview

Now we will briefly describe all the courses on the track and consider how you can apply the gained knowledge in practice.

course

Generative AI

Generative AI

This course provides a comprehensive introduction to Generative AI, covering its theoretical foundations, practical applications, and ethical considerations. Learners will explore various generative models, their training methods, and real-world use cases while also addressing the challenges and risks associated with AI-generated content.

course

Google Spreadsheets Tutorial

Google Spreadsheets Tutorial

Learn how to create and customize spreadsheets in Google Sheets, work with formulas and functions, including logical operations, format data, and sort and filter information. Master data visualization with charts and ensure data security during collaboration.

project

Gradient descent for linear regression

Gradient descent for linear regression

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.

course

Greedy Algorithms using Python

Greedy Algorithms using Python

Meet the Greedy Algorithms course that introduces you the Greedy paradigm, which can be used in a huge amount of problems. We’ll start with classic problems, then move to the Greedy Algorithms in arrays, and finish with the hardest part – Greedy Algorithms on graphs, such as Kruskal’s Minimum Spanning Tree and Dijkstra Shortest Path Algorithm. That would be great if you’re already familiar with Algorithms at all and such concepts as Dynamic Programming.

course

HTML & JavaScript Interactivity for Beginners

HTML & JavaScript Interactivity for Beginners

You'll be familiar with the basic DOM manipulation of HTML elements with JavaScript. A static web page can only be made dynamic by changing the state of the HTML elements via DOM with the help of JavaScript. So first, you'll learn the fundamentals of DOM manipulation of HTML elements, attributes, and styles. Then you'll discover the event handling, adding event listeners to HTML elements, and form processing. You'll also find the importance of HTML APIs before practicing what you have learned.

course

Hootsuite Mastery for Social Media Management

Hootsuite Mastery for Social Media Management

Build a strong foundation in social media management with Hootsuite. Explore tools for scheduling content, monitoring engagement, analyzing performance, and optimizing strategy. Leverage built-in AI features, streamline team collaboration, and integrate third-party apps to enhance workflow and results.

project

Identifying High-Value International Markets for London Tourism

Identifying High-Value International Markets for London Tourism

This project focuses on leveraging historical visitor data to identify high-potential international markets, uncover travel patterns, and segment audiences for targeted marketing strategies.

project

Indian Food Project

Indian Food Project

something

course

Introduction to Angular

Introduction to Angular

Discover how to build modern web applications using Angular, one of the most powerful frontend frameworks. You'll start with the core concepts, set up your development environment, and gradually move on to building dynamic, interactive components. Along the way, you'll work with directives, services, routing, and the latest approach with Standalone Components. With each step, you'll gain practical skills to confidently develop and organize Angular applications following industry best practices.

course

Introduction to Big Data with Apache Spark in Python

Introduction to Big Data with Apache Spark in Python

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.
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TEST TRACK 12

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Full Stack Web Development

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Become a React Developer

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Mastering Data Visualization

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SQL from Zero to Hero

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Π‘++ Essentials

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Python from Zero to Hero

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Machine Learning Mastery

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Python Beyond Intermediate

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Java Essentials

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Game Development with Unity

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Become a Django Developer

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Flask for Dummies

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Frontend Development Foundations

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Web Developer from Zero to Hero

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Preparation for Data Science

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Deep Learning Odyssey

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Web Development with C#

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Excel Essentials

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Become a QA Engineer

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Video Production with Adobe

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Essential Office Skills

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GitHub from Zero to Hero

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No-Code Website Development

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Digital Marketing Essentials

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Complete Social Media Management

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Python Beyond Intermediate

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Java Essentials

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Flask for Dummies

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Frontend Development Foundations

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Web Developer from Zero to Hero

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Deep Learning Odyssey

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Video Production with Adobe

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GitHub from Zero to Hero

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Exploring Building Design for Energy Efficiency

Exploring Building Design for Energy Efficiency

Explore how different architectural design features impact building energy performance by analyzing and visualizing heating and cooling loads from building simulation data.

project

Exploring Heart Disease Patterns in Clinical Data

Exploring Heart Disease Patterns in Clinical Data

Explore real-world patient heart health data to uncover relationships between chest pain types, demographics, and heart disease prevalence using Python analytics.

project

Exploring New York Airbnb Listings

Exploring New York Airbnb Listings

Explore Airbnb listings in New York by cleaning, filtering, and visualizing data to identify optimal neighborhoods, prices, and listing types.

project

Exploring Urban Air Quality Patterns

Exploring Urban Air Quality Patterns

This project introduces core techniques in environmental data analysis, focusing on sensor data cleaning, descriptive statistics, and short-term air quality trends.

course

Foundations of Machine Learning Track Overview

Foundations of Machine Learning Track Overview

Now we will briefly describe all the courses on the track and consider how you can apply the gained knowledge in practice.

course

Generative AI

Generative AI

This course provides a comprehensive introduction to Generative AI, covering its theoretical foundations, practical applications, and ethical considerations. Learners will explore various generative models, their training methods, and real-world use cases while also addressing the challenges and risks associated with AI-generated content.

course

Google Spreadsheets Tutorial

Google Spreadsheets Tutorial

Learn how to create and customize spreadsheets in Google Sheets, work with formulas and functions, including logical operations, format data, and sort and filter information. Master data visualization with charts and ensure data security during collaboration.

project

Gradient descent for linear regression

Gradient descent for linear regression

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.

course

Greedy Algorithms using Python

Greedy Algorithms using Python

Meet the Greedy Algorithms course that introduces you the Greedy paradigm, which can be used in a huge amount of problems. We’ll start with classic problems, then move to the Greedy Algorithms in arrays, and finish with the hardest part – Greedy Algorithms on graphs, such as Kruskal’s Minimum Spanning Tree and Dijkstra Shortest Path Algorithm. That would be great if you’re already familiar with Algorithms at all and such concepts as Dynamic Programming.

course

HTML & JavaScript Interactivity for Beginners

HTML & JavaScript Interactivity for Beginners

You'll be familiar with the basic DOM manipulation of HTML elements with JavaScript. A static web page can only be made dynamic by changing the state of the HTML elements via DOM with the help of JavaScript. So first, you'll learn the fundamentals of DOM manipulation of HTML elements, attributes, and styles. Then you'll discover the event handling, adding event listeners to HTML elements, and form processing. You'll also find the importance of HTML APIs before practicing what you have learned.

course

Hootsuite Mastery for Social Media Management

Hootsuite Mastery for Social Media Management

Build a strong foundation in social media management with Hootsuite. Explore tools for scheduling content, monitoring engagement, analyzing performance, and optimizing strategy. Leverage built-in AI features, streamline team collaboration, and integrate third-party apps to enhance workflow and results.

project

Identifying High-Value International Markets for London Tourism

Identifying High-Value International Markets for London Tourism

This project focuses on leveraging historical visitor data to identify high-potential international markets, uncover travel patterns, and segment audiences for targeted marketing strategies.

project

Indian Food Project

Indian Food Project

something

course

Introduction to Angular

Introduction to Angular

Discover how to build modern web applications using Angular, one of the most powerful frontend frameworks. You'll start with the core concepts, set up your development environment, and gradually move on to building dynamic, interactive components. Along the way, you'll work with directives, services, routing, and the latest approach with Standalone Components. With each step, you'll gain practical skills to confidently develop and organize Angular applications following industry best practices.

course

Introduction to Big Data with Apache Spark in Python

Introduction to Big Data with Apache Spark in Python

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.

project

Exploring Building Design for Energy Efficiency

Exploring Building Design for Energy Efficiency

Explore how different architectural design features impact building energy performance by analyzing and visualizing heating and cooling loads from building simulation data.

project

Exploring Heart Disease Patterns in Clinical Data

Exploring Heart Disease Patterns in Clinical Data

Explore real-world patient heart health data to uncover relationships between chest pain types, demographics, and heart disease prevalence using Python analytics.

project

Exploring New York Airbnb Listings

Exploring New York Airbnb Listings

Explore Airbnb listings in New York by cleaning, filtering, and visualizing data to identify optimal neighborhoods, prices, and listing types.

project

Exploring Urban Air Quality Patterns

Exploring Urban Air Quality Patterns

This project introduces core techniques in environmental data analysis, focusing on sensor data cleaning, descriptive statistics, and short-term air quality trends.

course

Foundations of Machine Learning Track Overview

Foundations of Machine Learning Track Overview

Now we will briefly describe all the courses on the track and consider how you can apply the gained knowledge in practice.

course

Generative AI

Generative AI

This course provides a comprehensive introduction to Generative AI, covering its theoretical foundations, practical applications, and ethical considerations. Learners will explore various generative models, their training methods, and real-world use cases while also addressing the challenges and risks associated with AI-generated content.

course

Google Spreadsheets Tutorial

Google Spreadsheets Tutorial

Learn how to create and customize spreadsheets in Google Sheets, work with formulas and functions, including logical operations, format data, and sort and filter information. Master data visualization with charts and ensure data security during collaboration.

project

Gradient descent for linear regression

Gradient descent for linear regression

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.

course

Greedy Algorithms using Python

Greedy Algorithms using Python

Meet the Greedy Algorithms course that introduces you the Greedy paradigm, which can be used in a huge amount of problems. We’ll start with classic problems, then move to the Greedy Algorithms in arrays, and finish with the hardest part – Greedy Algorithms on graphs, such as Kruskal’s Minimum Spanning Tree and Dijkstra Shortest Path Algorithm. That would be great if you’re already familiar with Algorithms at all and such concepts as Dynamic Programming.

course

HTML & JavaScript Interactivity for Beginners

HTML & JavaScript Interactivity for Beginners

You'll be familiar with the basic DOM manipulation of HTML elements with JavaScript. A static web page can only be made dynamic by changing the state of the HTML elements via DOM with the help of JavaScript. So first, you'll learn the fundamentals of DOM manipulation of HTML elements, attributes, and styles. Then you'll discover the event handling, adding event listeners to HTML elements, and form processing. You'll also find the importance of HTML APIs before practicing what you have learned.

course

Hootsuite Mastery for Social Media Management

Hootsuite Mastery for Social Media Management

Build a strong foundation in social media management with Hootsuite. Explore tools for scheduling content, monitoring engagement, analyzing performance, and optimizing strategy. Leverage built-in AI features, streamline team collaboration, and integrate third-party apps to enhance workflow and results.

project

Identifying High-Value International Markets for London Tourism

Identifying High-Value International Markets for London Tourism

This project focuses on leveraging historical visitor data to identify high-potential international markets, uncover travel patterns, and segment audiences for targeted marketing strategies.

project

Indian Food Project

Indian Food Project

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course

Introduction to Angular

Introduction to Angular

Discover how to build modern web applications using Angular, one of the most powerful frontend frameworks. You'll start with the core concepts, set up your development environment, and gradually move on to building dynamic, interactive components. Along the way, you'll work with directives, services, routing, and the latest approach with Standalone Components. With each step, you'll gain practical skills to confidently develop and organize Angular applications following industry best practices.

course

Introduction to Big Data with Apache Spark in Python

Introduction to Big Data with Apache Spark in Python

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.
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