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CertNexus - Certified Data Science Practitioner | CDSP
Overview
On this accelerated CertNexus Certified Data Science Practitioner (CDSP) course, you’ll learn to analyse, manipulate, and present data within an effective and repeatable process framework.
In just 2 days, you’ll build knowledge on using data science principles to address business issues, as well as prepare datasets and train machine learning models. You’ll also learn how to:
- Use multiple techniques to analyse data and extract valuable insights
- Train, tune, and evaluate regression and forecasting models
- Finalise a data science project by presenting models
At the end of this course, you’ll sit the CertNexus Certified Data Science Practitioner exam, and achieve your CDSP certification. As an Official CertNexus Partner, and through Firebrand’s Lecture | Lab | Review methodology, you’ll get access to official courseware, learn from certified instructors, and train in a distraction-free environment.
Audience
This course is ideal for professionals across different industries seeking to demonstrate the ability to gain insights and build predictive models from data, as well as:
- Data Scientist
- Data Analyst
- Data Engineer
- Data Architect
- Database Administrator
- Business Analyst
- Data and Analytics Manager
- Business Intelligence Analyst
- Marketing Analyst
- BI developer
- Product Owner
- Machine Learning Engineer
- Software Engineer
- Analytics Consultant
Benefits
Other accelerated training providers rely heavily on lecture and independent self-testing and study.
Effective technical instruction must be highly varied and interactive to keep attention levels high, promote camaraderie and teamwork between the students and instructor, and solidify knowledge through hands-on learning.
Firebrand Training provides instruction to meet every learning need:
- Intensive group instruction
- One-on-one instruction attention
- Hands-on labs
- Lab partner and group exercises
- Question and answer drills
- Independent study
Curriculum
Section 1: Addressing Business Issues with Data Science
- Module 1: Initiate a Data Science Project
- Module 2: Formulate a Data Science Problem
Section 2: Extracting, Transforming, and Loading Data
- Module 1: Extract Data
- Module 2: Transform Data
- Module 3: Load Data
Section 3: Analysing Data
- Module 1: Examine Data
- Module 2: Explore the Underlying Distribution of Data
- Module 3: Use Visualisations to Analyse Data
- Module 4: Preprocess Data
Section 4: Preparing to Train a Machine Learning Model
- Module 1: Identify Machine Learning Concepts
- Module 2: Test a Hypothesis
Section 5: Developing Classification Models
- Module 1: Train and Tune Classification Models
- Module 2: Evaluate Classification Models
Section 6: Developing Regression and Forecasting Models
- Module 1: Train and Tune Regression and Forecasting Models
- Module 2: Evaluate Regression and Forecasting Models
Section 7: Developing Clustering Models
- Module 1: Train and Tune Clustering Models
- Module 2: Evaluate Clustering Models
Section 8: Finalising a Data Science Project
- Module 1: Communicate Results to Stakeholders
- Module 2: Demonstrate a Model in a Web App
- Module 3: Implement and Test Production Pipelines
Exam Track
As part of this accelerated course, you’ll sit the following exam at the Firebrand Training centre, covered Certification Guarantee:
CertNexus Certified Data Science Practitioner (CDSP) exam
- Duration: 2 hours
- Format: Multiple-choice/Multiple-response
- Languages: English
What's Included
Your accelerated course includes:
- Accommodation *
- Meals, unlimited snacks, beverages, tea and coffee *
- On-site exams **
- Exam vouchers **
- Practice tests **
- Certification Guarantee ***
- Courseware
- Up-to 12 hours of instructor-led training each day
- 24-hour lab access
- Digital courseware **
- * For residential training only. Accommodation is included from the night before the course starts. This doesn't apply for online courses.
- ** Some exceptions apply. Please refer to the Exam Track or speak with our experts
- *** Pass first time or train again free as many times as it takes, unlimited for 1 year. Just pay for accommodation, exams, and incidental costs.
Prerequisites
Before attending this accelerated course, you should have experience with databases, querying languages like SQL, and high-level programming languages like Python. You should also have knowledge in:
- Database Design: A Modern Approach
- SQL Querying: Fundamentals (Second Edition)
- SQL Querying: Advanced (Second Edition)
- Introduction to Programming with Python
- Advanced Programming Techniques with Python
- Using Data Science Tools in Python
Unsure whether you meet the prerequisites? Don’t worry. Your training consultant will discuss your background with you to understand if this course is right for you.
Reviews
Here's the Firebrand Training review section. Since 2001 we've trained exactly 134561 students and asked them all to review our Accelerated Learning. Currently, 96.41% have said Firebrand exceeded their expectations.
Read reviews from recent accelerated courses below or visit Firebrand Stories for written and video interviews from our alumni.
"It's a third course I have with this instructor. His classes are fast-paced and well structured."
Anonymous. (8/1/2024 (Monday) to 10/1/2024 (Wednesday))
"A super engaging and pleasant lecturer."
Michael White, Lloyds Banking Group. (10/7/2023 (Monday) to 12/7/2023 (Wednesday))
"Facility is excellent. Training delivery and interaction with the trainer also excellent and the material is straightforward to follow with a good mix of theory and practical."
Mark Jeffery, Lloyds Banking Group. (10/7/2023 (Monday) to 12/7/2023 (Wednesday))
"Our trainer kept the course very interesting and now I feel equipped with even more knowledge which I can bring to the working world."
Anonymous (3/7/2023 (Monday) to 5/7/2023 (Wednesday))
"A very useful and informative event that will help my career."
Anonymous (3/7/2023 (Monday) to 5/7/2023 (Wednesday))
Course Dates
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Start |
Finish |
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Location |
Book now |
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19/2/2024 (Monday) |
20/2/2024 (Tuesday) |
Finished - Leave feedback |
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24/6/2024 (Monday) |
25/6/2024 (Tuesday) |
Wait list |
Nationwide |
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5/8/2024 (Monday) |
6/8/2024 (Tuesday) |
Limited availability |
Nationwide |
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16/9/2024 (Monday) |
17/9/2024 (Tuesday) |
Open |
Nationwide |
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28/10/2024 (Monday) |
29/10/2024 (Tuesday) |
Open |
Nationwide |
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9/12/2024 (Monday) |
10/12/2024 (Tuesday) |
Open |
Nationwide |
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