Building a Classic Snake Game

1 hora

11 capítulos

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.

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Exploratory Data Analysis of Nobel Prizes

1 hora

6 capítulos

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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Text Summarization with TF-ISF

2 horas

12 capítulos

In this project, we aim to design and implement a text summarizer utilizing the Python programming language as our foundational tool. To achieve this, we will be leveraging the powerful Natural Language Toolkit which is instrumental in the processing and analysis of textual data.

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Time Series Essentials

1 hora

8 capítulos

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

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Best Practices: Python OOP

1 hora

8 capítulos

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

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Fundamentals of Image Manipulation with Python

1 hora

11 capítulos

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

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Best Practices: Web Scraping

1 hora

7 capítulos

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

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Gaining Insights with Data Visualization

1 hora

10 capítulos

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

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Getting into NumPy Basics

1 hora

7 capítulos

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.

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Unveiling the Power of Data Manipulation with Pandas

1 hora

7 capítulos

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

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Excel Automation with Python

1 hora

11 capítulos

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

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TEST E2E PROJECT INTERMEDIATE

0 hora

0 capítulo

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Analyzing FIFA-17 players data with pandas

1 hora

10 capítulos

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.

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Create the strongest Pokemon

1 hora

4 capítulos

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

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Gradient descent for linear regression

1 hora

8 capítulos

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.

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