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Courses & Projects

course

Optimization Techniques in Python

Optimization Techniques in Python

Learn how to write faster and more memory-efficient code by mastering performance measurement, selecting the right data structures, and leveraging built-in tools. We'll focus on practical optimization techniques for handling large datasets, efficient string operations, and partial sorting, ensuring your code is both robust and scalable.

course

Deep Dive into the seaborn Visualization

Deep Dive into the seaborn Visualization

Welcome! Do you remember the seaborn professional teacher seal? And he wants to learn together at an Intermediate level of the Seaborn! Don't hesitate! Let's go!

project

 Identifying Spam Emails

Identifying Spam Emails

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

course

Advanced Probability Theory

Advanced Probability Theory

Statistics and probability theory are fundamental tools in data analysis, decision-making, and scientific research. They provide a systematic and quantitative way to understand and interpret data, make predictions, and draw conclusions based on evidence. Now we will consider all additional topics necessary for Data Science and Data Analytics.

project

Automating Data Collection from Web Sources

Automating Data Collection from Web Sources

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

project

Classifying Tweet Sentiments

Classifying Tweet Sentiments

We are going to classify tweets according to their sentiment, determining whether they express positive, negative, or neutral emotions. We will employ natural language processing techniques to preprocess the text data, and machine learning algorithms to build and evaluate sentiment classification models. By the end of the project, we aim to achieve a robust sentiment analysis tool that can accurately categorize the emotional tone of various tweets.

project

Clustering Media Content

Clustering Media Content

Now we are going to understand what a cluster is and how to use it in Python. We will explore the concept of clustering, which involves grouping a set of objects in such a way that objects in the same group (or cluster) are more similar to each other than to those in other groups. Additionally, we will demonstrate how to implement clustering algorithms using Python's popular libraries, such as scikit-learn, to identify patterns and insights within your data.

course

Django REST Framework

Django REST Framework

The Django REST Framework course opens the gateway to the world of web interface development, where you'll learn to create connections between servers and clients through APIs. As you delve into the technical details, you'll master how to transform complex data structures into network-friendly formats and vice versa. You'll understand how to efficiently handle user requests and return responses in a format that seamlessly integrates into web applications.

course

First Dive into seaborn Visualization

First Dive into seaborn Visualization

Together we will make the first dive into visualization based on a seaborn library. We will learn how to build simple plots and how to customize them. You will cope faster with tasks if you know something about pandas. Do not hesitate, and let's go!

project

Predicting Profitable Euro-Dollar Exchange Signals

Predicting Profitable Euro-Dollar Exchange Signals

In this course, we will examine the currency exchange rate relative to the euro. Our analysis will include Exploratory Data Analysis (EDA), generating visualizations, and developing a strategy to determine opportune moments for purchasing dollars. This strategy will involve trend detection techniques and constructing moving average curves to identify potential profit opportunities.

course

Excel Beginner Course

Excel Beginner Course

Unlock the power of Excel for data analysis! In this course, you will acquire the essential skills and knowledge needed to harness Excel's full potential as a data analysis tool. From mastering formulas and functions to visualizing data with charts and graphs, you'll gain the expertise to confidently navigate Excel's features. Whether you're a beginner or looking to enhance your existing Excel skills, this course will equip you with the tools to excel in data analysis. Join us and take your data manipulation and interpretation abilities to the next level.

course

C++ Loops

C++ Loops

C++ Loops from scratch. Master one of the fundamental building blocks for programming. This course is perfect for beginners and those looking to solidify their understanding of loops.

course

Analyzing and Visualizing Real-World Data

Analyzing and Visualizing Real-World Data

This hands-on course provides an opportunity to apply and consolidate your skills across a range of data analysis tasks using real-world dataset. You'll learn how to identify and address data issues, and then explore and visualize data using pandas, matplotlib, and seaborn to uncover insights and draw conclusions.

course

C++ Functions

C++ Functions

Explore the world of C++ functions and delve into their fundamental concepts and practical applications. Gain proficiency in declaring, using, and optimizing functions, including parameter handling, scope management, and function overloading. Learn about recursion, templates, and lambda expression for robust C++ programming. Develop the skills to create modular, efficient, and reusable functions for real-world coding challenges.

course

C++ Pointers and References

C++ Pointers and References

Unlock the Power of Memory Manipulation. Dive deep into the fundamentals of programming with this comprehensive course designed for beginners and individuals seeking to strengthen their knowledge on pointers and references in C++. Mastering these essential concepts is crucial for unleashing the full potential of your programming skills.
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Optimization Techniques in Python

Optimization Techniques in Python

Learn how to write faster and more memory-efficient code by mastering performance measurement, selecting the right data structures, and leveraging built-in tools. We'll focus on practical optimization techniques for handling large datasets, efficient string operations, and partial sorting, ensuring your code is both robust and scalable.

course

Deep Dive into the seaborn Visualization

Deep Dive into the seaborn Visualization

Welcome! Do you remember the seaborn professional teacher seal? And he wants to learn together at an Intermediate level of the Seaborn! Don't hesitate! Let's go!

project

 Identifying Spam Emails

Identifying Spam Emails

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

course

Advanced Probability Theory

Advanced Probability Theory

Statistics and probability theory are fundamental tools in data analysis, decision-making, and scientific research. They provide a systematic and quantitative way to understand and interpret data, make predictions, and draw conclusions based on evidence. Now we will consider all additional topics necessary for Data Science and Data Analytics.

project

Automating Data Collection from Web Sources

Automating Data Collection from Web Sources

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

project

Classifying Tweet Sentiments

Classifying Tweet Sentiments

We are going to classify tweets according to their sentiment, determining whether they express positive, negative, or neutral emotions. We will employ natural language processing techniques to preprocess the text data, and machine learning algorithms to build and evaluate sentiment classification models. By the end of the project, we aim to achieve a robust sentiment analysis tool that can accurately categorize the emotional tone of various tweets.

project

Clustering Media Content

Clustering Media Content

Now we are going to understand what a cluster is and how to use it in Python. We will explore the concept of clustering, which involves grouping a set of objects in such a way that objects in the same group (or cluster) are more similar to each other than to those in other groups. Additionally, we will demonstrate how to implement clustering algorithms using Python's popular libraries, such as scikit-learn, to identify patterns and insights within your data.

course

Django REST Framework

Django REST Framework

The Django REST Framework course opens the gateway to the world of web interface development, where you'll learn to create connections between servers and clients through APIs. As you delve into the technical details, you'll master how to transform complex data structures into network-friendly formats and vice versa. You'll understand how to efficiently handle user requests and return responses in a format that seamlessly integrates into web applications.

course

First Dive into seaborn Visualization

First Dive into seaborn Visualization

Together we will make the first dive into visualization based on a seaborn library. We will learn how to build simple plots and how to customize them. You will cope faster with tasks if you know something about pandas. Do not hesitate, and let's go!

project

Predicting Profitable Euro-Dollar Exchange Signals

Predicting Profitable Euro-Dollar Exchange Signals

In this course, we will examine the currency exchange rate relative to the euro. Our analysis will include Exploratory Data Analysis (EDA), generating visualizations, and developing a strategy to determine opportune moments for purchasing dollars. This strategy will involve trend detection techniques and constructing moving average curves to identify potential profit opportunities.

course

Excel Beginner Course

Excel Beginner Course

Unlock the power of Excel for data analysis! In this course, you will acquire the essential skills and knowledge needed to harness Excel's full potential as a data analysis tool. From mastering formulas and functions to visualizing data with charts and graphs, you'll gain the expertise to confidently navigate Excel's features. Whether you're a beginner or looking to enhance your existing Excel skills, this course will equip you with the tools to excel in data analysis. Join us and take your data manipulation and interpretation abilities to the next level.

course

C++ Loops

C++ Loops

C++ Loops from scratch. Master one of the fundamental building blocks for programming. This course is perfect for beginners and those looking to solidify their understanding of loops.

course

Analyzing and Visualizing Real-World Data

Analyzing and Visualizing Real-World Data

This hands-on course provides an opportunity to apply and consolidate your skills across a range of data analysis tasks using real-world dataset. You'll learn how to identify and address data issues, and then explore and visualize data using pandas, matplotlib, and seaborn to uncover insights and draw conclusions.

course

C++ Functions

C++ Functions

Explore the world of C++ functions and delve into their fundamental concepts and practical applications. Gain proficiency in declaring, using, and optimizing functions, including parameter handling, scope management, and function overloading. Learn about recursion, templates, and lambda expression for robust C++ programming. Develop the skills to create modular, efficient, and reusable functions for real-world coding challenges.

course

C++ Pointers and References

C++ Pointers and References

Unlock the Power of Memory Manipulation. Dive deep into the fundamentals of programming with this comprehensive course designed for beginners and individuals seeking to strengthen their knowledge on pointers and references in C++. Mastering these essential concepts is crucial for unleashing the full potential of your programming skills.

course

Optimization Techniques in Python

Optimization Techniques in Python

Learn how to write faster and more memory-efficient code by mastering performance measurement, selecting the right data structures, and leveraging built-in tools. We'll focus on practical optimization techniques for handling large datasets, efficient string operations, and partial sorting, ensuring your code is both robust and scalable.

course

Deep Dive into the seaborn Visualization

Deep Dive into the seaborn Visualization

Welcome! Do you remember the seaborn professional teacher seal? And he wants to learn together at an Intermediate level of the Seaborn! Don't hesitate! Let's go!

project

 Identifying Spam Emails

Identifying Spam Emails

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

course

Advanced Probability Theory

Advanced Probability Theory

Statistics and probability theory are fundamental tools in data analysis, decision-making, and scientific research. They provide a systematic and quantitative way to understand and interpret data, make predictions, and draw conclusions based on evidence. Now we will consider all additional topics necessary for Data Science and Data Analytics.

project

Automating Data Collection from Web Sources

Automating Data Collection from Web Sources

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

project

Classifying Tweet Sentiments

Classifying Tweet Sentiments

We are going to classify tweets according to their sentiment, determining whether they express positive, negative, or neutral emotions. We will employ natural language processing techniques to preprocess the text data, and machine learning algorithms to build and evaluate sentiment classification models. By the end of the project, we aim to achieve a robust sentiment analysis tool that can accurately categorize the emotional tone of various tweets.

project

Clustering Media Content

Clustering Media Content

Now we are going to understand what a cluster is and how to use it in Python. We will explore the concept of clustering, which involves grouping a set of objects in such a way that objects in the same group (or cluster) are more similar to each other than to those in other groups. Additionally, we will demonstrate how to implement clustering algorithms using Python's popular libraries, such as scikit-learn, to identify patterns and insights within your data.

course

Django REST Framework

Django REST Framework

The Django REST Framework course opens the gateway to the world of web interface development, where you'll learn to create connections between servers and clients through APIs. As you delve into the technical details, you'll master how to transform complex data structures into network-friendly formats and vice versa. You'll understand how to efficiently handle user requests and return responses in a format that seamlessly integrates into web applications.

course

First Dive into seaborn Visualization

First Dive into seaborn Visualization

Together we will make the first dive into visualization based on a seaborn library. We will learn how to build simple plots and how to customize them. You will cope faster with tasks if you know something about pandas. Do not hesitate, and let's go!

project

Predicting Profitable Euro-Dollar Exchange Signals

Predicting Profitable Euro-Dollar Exchange Signals

In this course, we will examine the currency exchange rate relative to the euro. Our analysis will include Exploratory Data Analysis (EDA), generating visualizations, and developing a strategy to determine opportune moments for purchasing dollars. This strategy will involve trend detection techniques and constructing moving average curves to identify potential profit opportunities.

course

Excel Beginner Course

Excel Beginner Course

Unlock the power of Excel for data analysis! In this course, you will acquire the essential skills and knowledge needed to harness Excel's full potential as a data analysis tool. From mastering formulas and functions to visualizing data with charts and graphs, you'll gain the expertise to confidently navigate Excel's features. Whether you're a beginner or looking to enhance your existing Excel skills, this course will equip you with the tools to excel in data analysis. Join us and take your data manipulation and interpretation abilities to the next level.

course

C++ Loops

C++ Loops

C++ Loops from scratch. Master one of the fundamental building blocks for programming. This course is perfect for beginners and those looking to solidify their understanding of loops.

course

Analyzing and Visualizing Real-World Data

Analyzing and Visualizing Real-World Data

This hands-on course provides an opportunity to apply and consolidate your skills across a range of data analysis tasks using real-world dataset. You'll learn how to identify and address data issues, and then explore and visualize data using pandas, matplotlib, and seaborn to uncover insights and draw conclusions.

course

C++ Functions

C++ Functions

Explore the world of C++ functions and delve into their fundamental concepts and practical applications. Gain proficiency in declaring, using, and optimizing functions, including parameter handling, scope management, and function overloading. Learn about recursion, templates, and lambda expression for robust C++ programming. Develop the skills to create modular, efficient, and reusable functions for real-world coding challenges.

course

C++ Pointers and References

C++ Pointers and References

Unlock the Power of Memory Manipulation. Dive deep into the fundamentals of programming with this comprehensive course designed for beginners and individuals seeking to strengthen their knowledge on pointers and references in C++. Mastering these essential concepts is crucial for unleashing the full potential of your programming skills.
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