Conducting A/B Test

2 horas

14 capítulos

Intermediário

In the world of business, making decisions based on hard data rather than intuition can be the key to success. This course focuses on one crucial technique: analyzing A/B test data. The centerpiece of the course is a project where you'll conduct a detailed analysis of an A/B test. This project, which you can showcase in your CV, is hosted on Codefinity, allowing you to continually refine it and demonstrate your growing expertise.

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Conducting Exploratory Data Analysis of Nobel Prizes

1 hora

6 capítulos

Intermediário

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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Extracting Text Meaning using TF-IDF

2 horas

12 capítulos

Intermediário

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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Time Series Essentials

1 hora

8 capítulos

Intermediário

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

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Structuring Applications Using OOP Principles

2 horas

16 capítulos

Intermediário

This is a hands-on course that will help you understand the basics of object-oriented programming in Python. You will learn how to create classes, work with objects, use inheritance, and extend the capabilities of your programs.

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Automating Data Collection from Web Sources

1 hora

7 capítulos

Intermediário

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

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Clustering Media Content

3 horas

20 capítulos

Intermediário

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.

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Getting into NumPy Basics

1 hora

7 capítulos

Intermediário

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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Departments' Revenue Analysis

1 hora

7 capítulos

Intermediário

We will use pandas to analyze departmental data by exploring, cleaning, and manipulating the dataset. Starting with basic inspection and data cleaning, we'll perform filtering, merge datasets, apply advanced filtering using multiple conditions, and finally group the data to extract meaningful insights.

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Excel Automation with Python

1 hora

11 capítulos

Intermediário

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

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Building a Classic Snake Game

1 hora

10 capítulos

Intermediário

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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