Certified Data Science Practitioner™ (CDSP)
For a business to thrive in our data-driven world, it must treat data as one of its most important assets. Data is crucial for understanding where the business is and where it’s headed. Not only can data reveal insights, it can also inform by guiding decisions and influencing day-to-day operations. This calls for a robust workforce of professionals who can analyze, understand, manipulate, and present data within an effective and repeatable process framework. This course will enable you to bring value to the business by putting data science concepts into practice.
Prerequisites
To ensure your success in this course, you should have at least a high-level understanding of fundamental data science concepts, including, but not limited to: types of data, data science roles, the overall data science lifecycle, and the benefits and challenges of data science. You can obtain this level of knowledge by taking the CertNexus DSBIZ™ (Exam DSZ-110) course.
You should have also have experience with high-level programming languages like Python. Being comfortable using fundamental Python data science libraries like NumPy and pandas is highly recommended. You can obtain this level of skills and knowledge by taking the Logical Operations course Using Data Science Tools in Python®.
In addition to programming, you should also have experience working with databases, including querying languages like SQL.
What you will learn in this course!
Upon completion you will be able to:
- Use data science principles to address business issues;
- Apply the extract, transform, and load (ETL) process to prepare datasets;
- Use multiple techniques to analyze data and extract valuable insights;
- Design a machine learning approach to address business issues;
- Train, tune, and evaluate classification models;
- Train, tune, and evaluate regression and forecasting models;
- Train, tune, and evaluate clustering models; and
- Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance.
Who this course is for?
If you are an experienced programmer or business professional who leverages data to address business issues or who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issue, then this is the certification for you!
CertNexus® is the global certification body with emerging technology certifications and micro-credentials that provide individuals with a path towards rewarding emerging tech careers and vetted, trusted credentialling.
You will complete learning online and your learning will cover:
Lesson 1: Addressing Business Issues with Data Science
Lesson 2: Extracting, Transforming, and Loading Data
Lesson 3: Analyzing Data
Lesson 4: Designing a Machine Learning Approach
Lesson 5: Developing Classification Models
Lesson 6: Developing Regression Models
Lesson 7: Developing Clustering Models
Lesson 8: Finalizing a Data Science Project
This course is also designed to assist students in preparing for the CertNexus® Certified Data Science Practitioner™ (CDSP) (Exam DSP-110) certification.
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- Training Method: Online
- Language: English
- Duration: 5 Days
- Skill Level: Advanced
- CertNexus® Certification
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