Intro to Data Analysis

Engineering and Technology

Short Description

Explore a variety of datasets, posing and answering your own questions about each. You'll be using the Python libraries NumPy, Pandas, and Matplotlib.

Long Description

In the course Intro to Data Analysis on Udacity, you will learn about the data analysis process, from posing a question to drawing conclusions and making predictions. You will also learn to analyze Udacity student data using pure Python, with minimal use of additional libraries. The course will teach you how to use NumPy and Pandas to analyze one-dimensional data, including using NumPy arrays, Pandas Series, and vectorized operations. You will then continue to learn about analyzing two-dimensional data, using two-dimensional NumPy arrays and Pandas DataFrames. Additionally, you will learn how to group your data and combine data from multiple files. Finally, you will have the opportunity to apply your skills by investigating a dataset of your choice using NumPy and Pandas.

Related Courses

Intro to Data Analysis

by Udacity

Explore a variety of datasets, posing and answering your own questions about each. You'll be using t...

Introduction to Data Analysis with Pandas and NumPy

by Udacity

Learn the 5 key stages of the data analysis process in this hands-on introduction to data analysis.

Intro to Statistics

by Udacity

Get ready to analyze, visualize, and interpret data! Thought-provoking examples and chances to combi...

Intro to Physics

by Udacity

Go to the places where big physics discoveries were made in the past and make them yourself. You’ll...

Intro to Hadoop and MapReduce

by Udacity

In this short course, learn the fundamentals of MapReduce and Apache Hadoop to start making sense of...

Model Building and Validation

by Udacity

This course will teach you how to start from scratch in understanding and paying attention to what i...

Data Analysis and Visualization

by Udacity

This course will introduce students to the field by covering state-of-the-art modeling, analysis a...

Data Visualization with Matplotlib and Seaborn

by Udacity

Discover how data visualization can communicate insights far more effectively than text or tables.

Oracle Autonomous Database Administration

by Udacity

Dive into the fundamentals of autonomous databases. Explore the process of planning, implementing, a...

Unsupervised Learning

by Udacity

Learn how to distill messy data into meaningful groups with unsupervised machine learning.

Course Details

Duration: 6 weeks
Difficulty: Beginner
Format: Short Course
Price: Free
Course Link

Udacity

Udacity is an online learning platform that offers a wide range of courses and programs in various fields such as technology, business, data science, and artificial intelligence. It was founded in 2012 by Sebastian Thrun, David Stavens, and Mike Sokolsky with the aim of providing accessible and affordable education to individuals worldwide. Udacity's courses are designed in collaboration with industry experts and leading companies, ensuring that the content is relevant and up-to-date. The platform offers both self-paced courses and guided programs, allowing learners to choose the learning style that suits them best. Udacity also provides career services and support, including resume reviews, interview preparation, and job placement assistance, to help learners transition into their desired careers.

Learn more