Description
Existing education for data science (i.e., traditional programs and MOOCs) largely focus on the technical skills and tends to neglect the softer skills—in the context of data science—required for effectiveness. To address this gap, this course was created with the intent of educating data science professionals on how to be more effective.
The course is designed and structured with the adult online learner in mind, and developed based on current research in Adult Learning Theory and best practices in online education.
The course has three main sections:
- Skills Assessment
- What is your current skill level?
- What are your existing gaps?
- Which skills should you focus on?
- Suggested Skills
- Communication
- Finding and refining use cases
- Project management
- Design and quality code
- Continuous Learning
- Finding expert mentors
- Planning and doing projects
Each main section will also have simple exercises to provide opportunities for practice—this is where most of your learning will come from.
The course has a pre-planned curriculum to guide you. You can use the proposed flow and to go through the lectures and do the exercises. Alternatively, you can choose to focus on targeted areas to personalise your learning.
Who this course is for:
- Self-driven learners who will practice the exercises provided
- Data science professionals with minimal prior experience
- Beginners with no prior knowledge also welcome
Requirements
- Basic knowledge of data science
- Prior experience in data science projects beneficial
Last updated 9/2018
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Effective Data Science: Delivering Impact & Value End-to-End.zip | Mirror [Size: 575.1 MB]
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Source: https://www.udemy.com/effective-data-science/
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