title
Please take a moment to fill out this form. We will get back to you as soon as possible.
All fields marked with an asterisk (*) are mandatory.
Certified Data Science Practitioner™ (CDSP) (Exam DSP-210)
Course Description
Overview
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, but 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.Enrollment in this course includes student digital courseware, labs, and exam voucher for Certified Data Science Practitioner (Exam DSP-210).
Objectives
- 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.
Audience
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-210) course.
You should 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. Several Logical Operations courses can help you attain this experience:
- Database Design: A Modern Approach
- SQL Querying: Fundamentals (Second Edition)
- SQL Querying: Advanced (Second Edition)
Topics
- Topic A: Initiate a Data Science Project
- Topic B: Democratize Data
- Topic C: Formulate a Data Science Problem
- Topic A: Extract Data
- Topic B: Transform Data
- Topic C: Load Data
- Topic A: Examine Data
- Topic B: Explore the Underlying Distribution of Data
- Topic C: Use Visualizations to Analyze Data
- Topic D: Preprocess Data
- Topic A: Identify Machine Learning Concepts
- Topic B: Identify Transformer-Based Deep Learning Concepts
- Topic C: Test a Hypothesis
- Topic A: Train and Tune Classification Models
- Topic B: Evaluate Classification Models
- Topic A: Train and Tune Regression Models
- Topic B: Evaluate Regression Models
- Topic A: Train and Tune Clustering Models
- Topic B: Evaluate Clustering Models
- Topic A: Communicate Results to Stakeholders
- Topic B: Demonstrate Models in a Web App
- Topic C: Implement and Test Production Pipelines
Related Courses
-
DSBIZâ„¢ (Exam DSZ-210)
CNX0018- Duration: 0.5 Day
- Delivery Format: Classroom Training, Online Training
- Price: 420.00 USD
-
Certified Data Science Practitioner CDSP (DSP-210) Exam Voucher
LQEX-CNX0020V- Duration: 1 Day
- Delivery Format: Exam Vouchers
- Price: 0.00 USD
Self-Paced Training Info
Learn at your own pace with anytime, anywhere training
- Same in-demand topics as instructor-led public and private classes.
- Standalone learning or supplemental reinforcement.
- e-Learning content varies by course and technology.
- View the Self-Paced version of this outline and what is included in the SPVC course.
- Learn more about e-Learning
Course Added To Shopping Cart
bla
bla
bla
bla
bla
bla
Self-Paced Training Terms & Conditions
Exam Terms & Conditions
Sorry, there are no classes that meet your criteria.
Please contact us to schedule a class.
STOP! Before You Leave
Save 0% on this course!
Take advantage of our online-only offer & save 0% on any course !
Promo Code skip0 will be applied to your registration
Purchase Information
title
Please take a moment to fill out this form. We will get back to you as soon as possible.
All fields marked with an asterisk (*) are mandatory.