What is CertMaster Perform?
CertMaster Perform combines narrative instruction, videos, performance-based questions, skills assessments, and live labs to create a comprehensive learning experience for your CompTIA certification exam, affirming your data science expertise. Tailored for data scientists with over five years of experience, the course bypasses basic instruction and focuses on identifying and filling your knowledge gaps, bringing you up to date with expert-level topics. The instruction follows a learning progression model designed to teach concepts and develop skills pertinent to the course objectives. This approach involves steps that contextualize the content, provide detailed instruction where needed, and reinforce learning through practical application and personalized feedback.
The course includes:
- Lab activities in real-world environments for practical experience
- Use of technologies like Jupyter Notebooks, SQL, R, and Python
- Videos embedded within the instructional text for immediate relevance and support
Topics Covered
- Illustrating the Data Science Lifecycle
- Analyzing Business Problem
- Collecting Data
- Cleaning and Preparing Data
- Describing Data Features
- Exploring Data
- Navigating the Model Selection Process
- Employing Machine Learning Methods
- Experimenting with Deep Learning
- Evaluating and Refining Data Models
- Communicating for Business Impact
- Deploying Data Models
- Discovering Specialized Data Science Applications
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