Enroll Course: https://www.coursera.org/learn/ibm-ai-workflow-business-priorities-data-ingestion
In the rapidly evolving world of artificial intelligence, understanding the workflow that drives successful AI projects is crucial for any data scientist. The ‘AI Workflow: Business Priorities and Data Ingestion’ course, offered by IBM on Coursera, is the first step in a comprehensive six-part specialization designed to equip practitioners with the necessary skills to navigate the complexities of AI implementation in business contexts.
### Course Overview
This course serves as an introduction to the IBM AI Enterprise Workflow Certification specialization. It emphasizes the importance of completing the courses in sequence, as each module builds upon the knowledge gained in the previous one. This structured approach ensures that learners develop a solid foundation before diving deeper into more complex topics.
### What You Will Learn
The course is divided into three main modules:
1. **IBM AI Enterprise Workflow Introduction**: This module sets the stage by outlining the specialization’s requirements and assessing your understanding of key prerequisites. It introduces various process models, with a focus on design thinking, which is crucial for cross-disciplinary applications beyond just data science.
2. **Data Collection**: Here, you will learn how to identify and articulate business opportunities effectively. The course emphasizes the importance of applying a scientific thought process to understand business use cases, akin to the work of an investigator. This module encourages learners to step back and think critically about the processes involved in data collection.
3. **Data Ingestion**: This module tackles one of the most time-consuming aspects of data science—data cleaning and ingestion. You will explore the challenges data scientists face, with time spent on data cleaning often exceeding 60%. The course includes a real-world case study that illustrates the data ingestion process, providing practical insights into the challenges and solutions.
### Why You Should Take This Course
– **Structured Learning Path**: The course is part of a well-defined specialization, ensuring that you build your knowledge progressively.
– **Practical Insights**: With a focus on real-world applications, the course prepares you for the challenges you will face in the field.
– **Expert Instruction**: Taught by IBM professionals, you will benefit from their expertise and industry experience.
– **Networking Opportunities**: Engaging with fellow learners and instructors can provide valuable connections in the AI community.
### Conclusion
If you are a practicing data scientist looking to enhance your skills in AI workflows, the ‘AI Workflow: Business Priorities and Data Ingestion’ course is an excellent starting point. It lays the groundwork for understanding the critical aspects of AI project implementation, making it a must-take for anyone serious about advancing their career in data science.
### Tags
1. AI
2. Data Science
3. Coursera
4. IBM
5. Online Learning
6. Data Ingestion
7. Business Priorities
8. Design Thinking
9. AI Workflow
10. Professional Development
### Topic
AI Education and Training
Enroll Course: https://www.coursera.org/learn/ibm-ai-workflow-business-priorities-data-ingestion