Build Your Database: Data Structure and Management

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Related lectures (32)

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Data Wrangling with Hive: Managing Big Data Efficiently

Covers data wrangling techniques using Apache Hive for efficient big data management.

Data Modeling: Concepts and Applications

Introduces data modeling concepts, SQL usage, and Pandas library applications for efficient data processing.

Model Representation: Structures and Functions

Covers the representation of mathematical models, functions, and data structures in information systems.

Data Science for Engineers: Part 2

Explores data manipulation, exploration, and visualization in data science projects using Python.

DDL, DML, Views

Covers SQL data definition, manipulation, and views in databases.

Data, big data, clouds and IoT

Explores data representation, databases, cloud computing, and challenges in the cloud environment.

Data Management: Overview

Introduces fundamental concepts of data management, including data models, databases, and key tasks.

Advanced Pandas Functions

Focuses on advanced pandas functions for data manipulation, exploration, and visualization with Python, emphasizing the importance of understanding and preparing data.

Air Pollution Data Analysis

Covers the analysis of air pollution data, focusing on R basics, visualizing time series, and creating summaries of pollutant concentrations.

Introduction to Applied Data Analysis

Introduces the Applied Data Analysis course at EPFL, covering a broad range of data analysis topics and emphasizing continuous learning in data science.