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EXPLORATORY DATA ANALYSIS (EDA) ONLINE COURSE

Explore Datasets Using Python and SQL

The Metis Exploratory Data Analysis (EDA) Short Immersive Course will provide you with the skills, tools, and strategies needed to explore data. Apply what you learn in your current job or future career. 

EDA Short Immersive at a Glance

EXPLORATORY DATA ANALYSIS (EDA)

Unit 1

Exploratory Data Analysis Basics

We’ll start with the basics. Unit one is about getting acquainted with exploratory data analysis and the tools used to extract meaningful insights, namely: SQL and Python libraries.

Unit 2

Exploratory Data Analysis Advanced and Project Management

In unit two, we’ll dive deeper into Python and SQL. At the end of the course, you’ll complete a final project.

PROJECT

For your project, you will extract information and insights from a messy dataset, write code in Jupyter notebooks, perform EDA using Python, and visualize results. You will also pull and clean data using a relational database.

What's Covered

  • Exploring, manipulating, and describing tabular datasets using Pandas and Numpy
  • Using Matplotlib and Seaborn to visualize variables and the relationships between them
  • Working with database tools to connect to and query from relational databases

Prerequisites

We recommend that students have a basic understanding of the following:

  • General Python programming concepts, such as data types, conditional statements, loops, and functions
  • Machine learning math fundamentals like calculus, probability, linear algebra, and statistics

An Engaging Online Experience

Online Flex

Experience what a lecture is like and how you’ll participate during class.

Go to class whenever it’s convenient for you.

Follow along as your instructor shares a presentation on screen.

Clear deadlines and structured modules keep you on track.

Interact with your classmates and teachers in the chat, on video, and with the polling feature.

Deepen your learning with interactive exercises to test what you’ve learned.

A digital whiteboard simulates the in-person classroom experience.

Connect with peers in the learning platform and via Slack, and attend office hours with your instructor.

Collaborate with your classmates on classwork, projects, pair-programming, and more.

Attend live speaker presentations, social events, and more.

Ask questions and chat with your classmates and instructors on our dedicated Slack channel.

LEARN MORE ABOUT OUR SHORT IMMERSIVE FORMAT

Our Online Flex format puts you on the fast track to upskilling in Exploratory Data Analysis

ONLINE FLEX FORMAT

Watch lectures on demand. Assignment deadlines hold you accountable, while structured modules and 1:1s with instructors keep you on track.

Length

Tuition

Weekly Time Commitment

Schedule

Lectures

Instructors

Office Hours

Project Presentations

Social Activities

Payment Options

PAY UP FRONT

Online Flex: $2,500

FINANCING OPTIONS

Coming soon! Finance your tuition through our lending partner: Ascent.

EMPLOYER SPONSORSHIP

Find out if your employer will cover the cost of tuition to support your development.

The Metis Teaching Team: Elite, Seasoned, Engaging

Short Immersive Courses are led by a team of highly engaging online instructors with deep industry knowledge. Meet some of them below.
  • Rita Biagioli

    Data Scientist

Meet the Full Team

Frequently Asked Questions

  • What are the prerequisites for the Exploratory Data Analysis short immersive course?

    Students should be proficient in general Python programming concepts, such as data types, conditional statements, loops, and functions. Students should also be comfortable with the mathematical fundamentals of machine learning including calculus, linear algebra, probability, and statistics.

    Students will also need to have a Github account. Github is a web-based hosting service for version control using Git. Sign-up for an account on their site is free, fast and easy.

  • How can I enroll in this course?

    To enroll in the Exploratory Data Analysis course, click here. Enrollment for the course will close on the Friday before the class start date by 8 pm ET. This will help ensure you receive any information required to join the class successfully on day 1.

  • What are the payment options for the course?

    Tuition for the Exploratory Data Analysis course is $2,500 for the Online Flex format. Students can pay for the course in full or consider one of our financing options. We partner with Ascent to offer monthly repayment options for our students. Learn more by visiting Ascent.

  • What is the time commitment for this course?

    Our Online Flex short immersive course format, students commit to 15-to-20 hours a week for four weeks. Students will watch on-demand lectures and engage with instructors and teaching assistants live online during 1:1 sessions as necessary. Students must complete assigned activities to receive a certificate of completion.

  • Do I get career support if I take this course?

    We do not offer career support for avocational, short immersive course students like we do for our bootcamp students.

  • Who are the Instructors for the short-immersive courses?

    Short-immersive course Instructors are the same highly-reviewed, top-notch instructors who teach our bootcamps! They bring a wealth of expertise with advanced work and educational backgrounds spanning physics, business, neuroscience, engineering, healthcare, and more.

ADDITIONAL FAQ

Questions?

Read our FAQs

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