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Data Analysis Fundamentals
Course Overview

Data Analysis is a process of applying statistical and mathematical techniques systematically to understand, explore, and analyze data to find patterns, and draw inferences that help businesses make data-driven decisions. This typically involves multiple activities such as data collection, exploration, cleaning, pre-processing, and organizing data. Many times, data analysis is an iterative ongoing process where the data is continuously collected and analyzed simultaneously. There are two primary methods for data analysis.

Qualitative techniques and quantitative techniques. Quantitative data analysis techniques involve working with quantitative/numerical data including statistics, percentages, and calculations. These techniques also include working with algorithms, mathematical analysis tools, and software to manipulate data and uncover hidden business value. For example, quantitative data analysis used to assess market data helps a company decide a price for its new product.
Qualitative data analysis involves, working with non-numerical data i.e categorical variables. Qualitative data analysis is also used in many business processes, such as identifying themes and patterns, answering research questions, etc to improve a product.

This course provides an overview of data concepts and what data analysis is and then deep dives into the fundamentals of Data Analysis such as statistics and probability. This course also focuses on widely used data analysis methods such as regression along with detailed steps to perform the same.

*Must have Microsoft Excel in order to complete class activities.

Category

ID

Duration

Level

Price

Business Analysis

13843

2 Day(s)

Foundation

$2,595.00

Questions?

Associate Certified Analytics Professional (aCAP)
Certified Analytics Professional
Microsoft Certified Data Analyst Associate

Some familiarity with data terminologies.
MS Excel for Exercises.

Related Courses

Data Analysis Fundamentals

Class Schedule

Live Online

Location Date Time Register
Live - Online 06/16/2025 - 06/17/2025 8:30 AM - 4:30 PM EDT Register
Live - Online 08/21/2025 - 08/22/2025 8:30 AM - 4:30 PM EDT Register
Live - Online 10/20/2025 - 10/21/2025 8:30 AM - 4:30 PM EDT Register

Data Analysis Fundamentals

Course Overview

Data Analysis is a process of applying statistical and mathematical techniques systematically to understand, explore, and analyze data to find patterns, and draw inferences that help businesses make data-driven decisions. This typically involves multiple activities such as data collection, exploration, cleaning, pre-processing, and organizing data. Many times, data analysis is an iterative ongoing process where the data is continuously collected and analyzed simultaneously. There are two primary methods for data analysis.

Qualitative techniques and quantitative techniques. Quantitative data analysis techniques involve working with quantitative/numerical data including statistics, percentages, and calculations. These techniques also include working with algorithms, mathematical analysis tools, and software to manipulate data and uncover hidden business value. For example, quantitative data analysis used to assess market data helps a company decide a price for its new product.
Qualitative data analysis involves, working with non-numerical data i.e categorical variables. Qualitative data analysis is also used in many business processes, such as identifying themes and patterns, answering research questions, etc to improve a product.

This course provides an overview of data concepts and what data analysis is and then deep dives into the fundamentals of Data Analysis such as statistics and probability. This course also focuses on widely used data analysis methods such as regression along with detailed steps to perform the same.

*Must have Microsoft Excel in order to complete class activities.

Data Analysis Fundamentals

Course Objectives

Lesson objectives help you become comfortable with the course, and also provide a means to evaluate learning. Upon successful completion of this course, you will be able to:
· Data Analysis process, benefits and use cases
· Basic of Probability and Statistics
· Measure of data spread and distributions
· Inferential Statistics and Hypothesis Testing
· Applications of Statistics and Probability theory
· Forecast trends using linear regression analysis

Training Delivery Methods

With Productivity Point, you will have a spectrum of delivery methods to choose from... when where and how you like it. Whether it's in a classroom or online, we have a delivery option to meets your needs.

Classroom Live Training

Get in-person, hands-on instruction with live lab exercises taught by subject matter experts who deliver authorized and industry-leading content.

With classrooms in almost every major U.S. city, Productivity Point has something for users of every level, so you can earn the most popular industry certifications. You get hands-on learning experience with live lab exercises taught by experienced instructors. We proudly advocate our learning services to be hosted by the best-qualified trainers in terms of technical knowledge and teaching skills.

Classroom Virtual Training

Prefer to have a dedicated classroom for your virtual experience? Attend live, hands- on training via remote instructor from one of Productivity Point’s multiple locations.

Enjoy a focused and professional training environment, including all technical equipment provided along with administrative and technical support at your fingertips. With over 150 locations to choose from, review our course catalog or contact your personal Productivity Point Account Manager to see if the course you have in mind is delivered at one of our dedicated virtual classrooms in your area.

Live Online Training

Blend the best from traditional face-to-face instructor-led training with the latest in conferencing technology.

  • Delivering live training to multiple locations at one time
  • 100% live, instructor led training in a classroom setting without excess travel.
  • Dramatically reduced class cancellation rate.

Private Group Training

Your private group classroom experience will not only take place in the location of your choice (including any of our training centers), but you will enjoy the following amenities:

  • Instructor Consult to get to know your instructor and convey your customized requirements
  • Course Curriculum tailored to your specifications and displaying your organization's branding
  • On-Line course evaluations provided for your review
  • Post-Assessments to ensure your learners have fully comprehended

On-Demand Learning

On-Demand is an IT training solution designed around your schedule, budget, and learning needs. Combining high-quality video, reading, and knowledge checks in a self-paced format, On-Demand helps you build skills as your schedule allows—all at once or five minutes at a time.

With On-Demand, you learn at your own pace and in the convenience of your own space.

With Learn at your own pace…

  • Personal industry leading trainers and instructors right on your own desktop.
  • Acquire leverage to better career opportunities.
  • Learn the latest information technology.
  • Increase your earning potential
  • Get Certified
Try Before You Buy…
If you would like to experience On-Demand before you purchase, send an email to: ondemand@productivitypointls.com to receive your Course Demo Code.

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