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CertNexus Certified Data Science Practitioner (CDSP)

4.6 out of 5 rating Last updated 14/11/2024   English

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Interested in available dates? Would like to book a private session of this course for your company? Or for any other queries please simply fill out the form below.


Duration

5 Days

30 CPD hours

Overview

In this course, you will learn 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.
Finalize a data science project by presenting models to an audience, putting models into production, and monitoring model performance.

Description

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. In other words, the business world needs data science practitioners. This course will enable you to bring value to the business by putting data science concepts into practice

Addressing Business Issues with Data Science
  • Topic A: Initiate a Data Science Project
  • Topic B: Formulate a Data Science Problem
Extracting, Transforming, and Loading Data
  • Topic A: Extract Data
  • Topic B: Transform Data
  • Topic C: Load Data
Analyzing Data
  • Topic A: Examine Data
  • Topic B: Explore the Underlying Distribution of Data
  • Topic C: Use Visualizations to Analyze Data
  • Topic D: Preprocess Data
Designing a Machine Learning Approach
  • Topic A: Identify Machine Learning Concepts
  • Topic B: Test a Hypothesis
Developing Classification Models
  • Topic A: Train and Tune Classification Models
  • Topic B: Evaluate Classification Models
Developing Regression Models
  • Topic A: Train and Tune Regression Models
  • Topic B: Evaluate Regression Models
Developing Clustering Models
  • Topic A: Train and Tune Clustering Models
  • Topic B: Evaluate Clustering Models
Finalizing a Data Science Project
  • Topic A: Communicate Results to Stakeholders
  • Topic B: Demonstrate Models in a Web App
  • Topic C: Implement and Test Production Pipelines
Additional course details:

Nexus Humans CertNexus Certified Data Science Practitioner (CDSP) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward.

This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts.

Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success.

While we feel this is the best course for the CertNexus Certified Data Science Practitioner (CDSP) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you.

Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

FAQ for the CertNexus Certified Data Science Practitioner (CDSP) Course

Available Delivery Options for the CertNexus Certified Data Science Practitioner (CDSP) training.
  • Live Instructor Led Classroom Online (Live Online)
  • Traditional Instructor Led Classroom (TILT/ILT)
  • Delivery at your offices in London or anywhere in the UK
  • Private dedicated course as works for your staff.
How many CPD hours does the CertNexus Certified Data Science Practitioner (CDSP) training provide?

The 5 day. CertNexus Certified Data Science Practitioner (CDSP) training course give you up to 30 CPD hours/structured learning hours. If you need a letter or certificate in a particular format for your association, organisation or professional body please just ask.

What is the correct audience for the CertNexus Certified Data Science Practitioner (CDSP) training?

This course is designed for business professionals who leverage data to address business issues. The typical student in this course will have several years of experience with computing technology, including some aptitude in computer programming. However, there is not necessarily a single organizational role that this course targets. A prospective student might be a programmer looking to expand their knowledge of how to guide business decisions by collecting, wrangling, analyzing, and manipulating data through code; or a data analyst with a background in applied math and statistics who wants to take their skills to the next level; or any number of other data-driven situations. Ultimately, the target student is someone who wants to learn how to more effectively extract insights from their work and leverage that insight in addressing business issues, thereby bringing greater value to the business.

Do you provide training for the CertNexus Certified Data Science Practitioner (CDSP).

Yes we provide corporate training, dedicated training and closed classes for the CertNexus Certified Data Science Practitioner (CDSP). This can take place anywhere in UK including, England, Scotland, Cymru (Wales) or Northern Ireland or live online allowing you to have your teams from across UK or further afield to attend a single training event saving travel and delivery expenses.

What is the duration of the CertNexus Certified Data Science Practitioner (CDSP) program.

The CertNexus Certified Data Science Practitioner (CDSP) training takes place over 5 day(s), with each day lasting approximately 8 hours including small and lunch breaks to ensure that the delegates get the most out of the day.

Why are Nexus Human the best provider for the CertNexus Certified Data Science Practitioner (CDSP)?
Nexus Human are recognised as one of the best training companies as they and their trainers have won and hold many awards and titles including having previously won the Small Firms Best Trainer award, national training partner of the year for UK on multiple occasions, having trainers in the global top 30 instructor awards in 2012, 2019 and 2021. Nexus Human has also been nominated for the Tech Excellence awards multiple times. Learning Performance institute (LPI) external training provider sponsor 2024.
Is there a discount code for the CertNexus Certified Data Science Practitioner (CDSP) training.

Yes, the discount code PENPAL5 is currently available for the CertNexus Certified Data Science Practitioner (CDSP) training. Other discount codes may also be available but only one discount code or special offer can be used for each booking. This discount code is available for companies and individuals.

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Training Insurance Included!

When you organise training, we understand that there is a risk that some people may fall ill, become unavailable. To mitigate the risk we include training insurance for each delegate enrolled on our public schedule, they are welcome to sit on the same Public class within 6 months at no charge, if the case arises.

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