Offered By: IBM
Data Science Methodology
Grab your lab coat, beakers, and pocket calculator ... wait what? Wrong path! Fast forward and get in line with emerging data science methodologies that are in use and are making waves or rather predicting and determining which wave is coming and which one has just passed.Continue reading
Data Science93.9k+ Enrolled
At a Glance
Grab your lab coat, beakers, and pocket calculator ... wait what? Wrong path! Fast forward and get in line with emerging data science methodologies that are in use and are making waves or rather predicting and determining which wave is coming and which one has just passed.
Despite the recent increase in computing power and access to data over the last couple of decades, our ability to use the data within the decision making process is either lost or not maximized at all too often, we don't have a solid understanding of the questions being asked and how to apply the data correctly to the problem at hand. This course has one purpose, and that is to share a methodology that can be used within data science, to ensure that the data used in problem solving is relevant and properly manipulated to address the question at hand.
In this course, you will learn:
- The major steps involved in tackling a data science problem.
- The major steps involved in practicing data science, from forming a concrete business or research problem, to collecting and analyzing data, to building a model, and understanding the feedback after model deployment.
- How data scientists think!
- Business Understanding
- Analytic Approach
Module 2: From Requirements to Collection
- Data Requirements
- Data Collection
Module 3: From Understanding to Preparation
- Data Understanding
- Data Preparation
Module 4: From Modeling to Evaluation
Module 5: From Deployment to Feedback
- This course is self-paced.
- It can be taken at any time.
- It can be audited as many times as you wish.
- Data Science Hands-on with Open Source Tools(Tools for Datascience) (DS0105EN)
- Passion for Data Science
November 19, 2020
July 19, 2023
This Course is part of the following Learning Paths
Beginner Learning PathData Science Fundamentals
When a butterfly flaps its wings what happens? Does it fly away and move on to another flower or is there a spike in the rotation of wind turbines in the British Isles. Learn data science today and enter a world where we work to create order out of chaos that will blow you away!3 Courses