“Mastering Data Science Methodologies and Tools in the IBM Cloud Pak for Data Environment”
What you will learn
Cloud Pak for Applications Overview
Installation and Configuration
Application Management
Security and Compliance
Why take this course?
The IBM C2180-400: IBM Cloud Pak for Data V4.x Data Science certification exam is aimed at professionals who want to validate their skills and knowledge in data science using the IBM Cloud Pak for Data platform. This certification demonstrates proficiency in data science methodologies, tools, and practices, and highlights the ability to leverage IBM Cloud Pak for Data for data-driven decision-making.
Key Information
Exam Objectives
The C2180-400 exam assesses your skills in several key areas related to data science, including:
- Data Preparation and Exploration:
- Understanding data cleaning, transformation, and exploration techniques.
- Utilizing tools within IBM Cloud Pak for Data to prepare datasets for analysis.
- Statistical Analysis and Modeling:
- Applying statistical methods to analyze data and derive insights.
- Building, evaluating, and deploying predictive models using machine learning algorithms.
- Machine Learning:
- Understanding various machine learning techniques and their applications.
- Implementing supervised and unsupervised learning algorithms in IBM Cloud Pak for Data.
- Data Visualization:
- Creating visualizations to represent data insights effectively.
- Using visualization tools within the IBM Cloud Pak for Data platform to communicate findings.
- Collaboration and Deployment:
- Working in collaborative environments to enhance data science workflows.
- Deploying models and integrating them into business processes.
Target Audience
The IBM C2180-400 certification is suitable for:
- Data Scientists: Professionals who analyze complex data and build predictive models.
- Data Analysts: Individuals who interpret data and require a deeper understanding of data science methodologies.
- Business Analysts: Those looking to leverage data science techniques to drive business insights and decision-making.
Prerequisites
While there are no formal prerequisites for the C2180-400 exam, it is recommended that candidates have:
- Experience with data science concepts and practices.
- Familiarity with cloud computing principles and technologies.
- Basic knowledge of IBM Cloud Pak for Data and its components.
Exam Format
- Exam Code: C2180-400
- Format: Multiple-choice questions.
- Duration: 90 minutes.
- Passing Score: Typically around 60-70% (verify with IBM for the latest score requirements).
- Language: English
Preparation Resources
To prepare for the C2180-400 exam, candidates can leverage:
- IBM Cloud Pak for Data Documentation: Official resources providing detailed insights into the platform and its capabilities.
- IBM Training Courses: Training programs focusing on data science and the use of IBM Cloud Pak for Data.
- Hands-on Labs: Practical experience with the Cloud Pak for Data platform to reinforce your learning.
- Practice Tests: Sample questions and exams to assess your readiness for the certification exam.