Data Analysis with R: Visually Analyze and Summarize Data Sets – Udacity
Exploratory data analysis is an approach for summarizing and visualizing the important characteristics of a data set. Promoted by John Tukey, exploratory data analysis focuses on exploring data to understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that data set came into existence, and to decide how it can be investigated with more formal statistical methods.
Intro to Descriptive Statistics: Mathematics for Understanding Data – Udacity
Statistics is an important field of math that is used to analyze, interpret, and predict outcomes from data. Descriptive statistics will teach you the basic concepts used to describe data. This is a great beginner course for those interested in Data Science, Economics, Psychology, Machine Learning, Sports analytics and just about any other field.
Intro to Inferential Statistics: Making Predictions from Data – Udacity
Inferential statistics allows us to draw conclusions from data that might not be immediately obvious. This course focuses on enhancing your ability to develop hypotheses and use common tests such as t-tests, ANOVA tests, and regression to validate your claims.
Programming Foundations with Python: Learn Object-Oriented Programming – Udacity
$199/month after 14-day free trial
In this introductory programming class, you’ll learn Object-Oriented Programming, a must-have technique for software engineers that will allow you to reuse and share code easily. You’ll learn by doing, and will build byte-sized (ha!) mini projects in each lesson to learn and practice programming concepts.
We’ve heard that programming can be intimidating for newcomers, and we’ve created this course to make sure that you have a great learning experience! You’ll learn actively with our mini projects (see the awesome list below), which you’ll be able to share proudly with your friends. You’ll also learn important programming concepts one by one, with no surprises or leaps of logic along the way.
You’ll pick up some great tools for your programming toolkit in this course! You will:
- Start coding in the programming language Python;
- Reuse and share code with Object-Oriented Programming;
- Create and share amazing, life-hacking projects!
This introductory course is for you if you want to be a software engineer, or if you want to collaborate with programmers. Mastering Object-Oriented Programming will propel your career in tech forward, and it’s also a great way to learn how software engineers think about solving problems.
Data Analyst Nanodegree: Discover Insights from Data- Udacity
$200/month, 9–12 months. Minimum 10 hours/week.
This Nanodegree program is the most efficient curriculum to prepare you for a job as a Data Analyst. You will learn to:
- Wrangle, extract, transform, and load data from various databases, formats, and data sources
- Use exploratory data analysis techniques to identify meaningful relationships, patterns, or trends from complex data sets
- Classify unlabeled data or predict into the future with applied statistics and machine learning algorithms
- Communicate data analysis and findings well through effective data visualizations
You will work with your peers and advisors on projects approved by leading employers as the critical indicators of job-readiness. We designed these projects with expert Data Analysts, Data Scientists, and hiring managers.
You’ll also have the opportunity to prepare for your new career with reviews of your online presence (resume, LinkedIn, portfolio), prepare for interviews, take part in workshops covering topics like networking and salary negotiation as well as take part in a new program facilitating job placement.