Data Science Methodology
Master the essential CRISP-DM methodology and foundational approaches to solve real-world data science problems effectively.
Course Cost
Free course
Beginner
Skill Level
5 Hours
Self-paced Video lessons
This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full IBM Data Science Professional Certificate program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

4.6
3,10,844 Enrolled

English
What you'll learn
Apply the six stages of CRISP-DM methodology
Determine appropriate analytic approaches for problems
Identify and evaluate data sources effectively
Develop systematic problem-solving strategies
Create effective data science solutions
Skills you'll gain
This course includes:
1 Hours PreRecorded video
11 assignments
Access on Mobile, Tablet, Desktop
FullTime access
Shareable certificate

Top companies offer this course to their employees
Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.





There are 4 modules in this course
This foundational course introduces learners to key data science methodologies, focusing on the CRISP-DM (Cross-Industry Process for Data Mining) framework. Students learn the systematic approach to data science projects from business understanding to deployment and feedback. The curriculum covers essential stages including problem formulation, data requirements, preparation, modeling, evaluation, and deployment. Through hands-on labs using Python in Jupyter Notebooks, learners apply these methodologies to real-world scenarios.
From Problem to Approach and From Requirements to Collection
Module 1 · 1 Hours to complete
From Understanding to Preparation and From Modeling to Evaluation
Module 2 · 1 Hours to complete
From Deployment to Feedback and Final Evaluation
Module 3 · 0 Hours to complete
Final Project and Assessment
Module 4 · 1 Hours to complete
Fee Structure
Reviews
Testimonials and success stories are a testament to the quality of this program and its impact on your career and learning journey. Be the first to help others make an informed decision by sharing your review of the course.
Faculties
These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.
Frequently asked Questions
Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.



