Data Wrangling and Analysis

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Related lectures (32)

Understanding Data Analysis

Covers the fundamentals of data analysis, statistical methods, and practical applications.

Data Science Fundamentals

Covers the fundamentals of data science, the scientific method evolution, the role of a data scientist, and the significance of data as the new oil.

Elements of Collaborative Data Science

Introduces collaborative data science tools like Jupyter notebooks, Docker, and Git, emphasizing data versioning and containerization.

Data Science: Python for Engineers - Part II Log in to Mediaspace to watch this video

Explores data wrangling, numerical data handling, and scientific visualization using Python for engineers.

Advanced Pandas Functions Log in to Mediaspace to watch this video

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

Data Science Visualization with Pandas Log in to Mediaspace to watch this video

Covers data manipulation and exploration using Python with a focus on visualization techniques.

Data Science for Engineers: Part 2 Log in to Mediaspace to watch this video

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

Air Pollution Data Analysis Log in to Mediaspace to watch this video

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

Data Warehousing: Overview and Challenges Log in to Mediaspace to watch this video

Introduces data warehousing fundamentals, challenges, and the innovative concept of a 'lakehouse'.

Introduction to Machine Learning: Course Overview and Basics Log in to Mediaspace to watch this video

Introduces the course structure and fundamental concepts of machine learning, including supervised learning and linear regression.

Data Wrangling: Transforming Data for Analysis Log in to Mediaspace to watch this video

Covers the process of data wrangling, focusing on transforming and preparing data for analysis.

Introduction to Data Science Log in to Mediaspace to watch this video

Introduces the basics of data science, covering decision trees, machine learning advancements, and deep reinforcement learning.

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