Course Overview
Understanding Data Principles is an introductory, instructor-led course focusing on beginning concepts in statistics and analytics, and their importance in the world today. This course provides learners an opportunity to explore various preliminary topics concerning why statistics and analytics are important in today’s data environment, allowing students to develop a foundation for strong analytical knowledge. In addition, this course will help organizations become more data literate, allowing them to differentiate themselves from their competition.
Prerequisites
None
Audience Profile
Anyone beginning in analytics and statistics, and for those already trained in these fields looking for a refresh.
Learning Objectives
• Increased knowledge of Data Literacy
• Increased knowledge regarding data and aggregations
• Understanding of the analytical mind-set
• Foundational thoughts of analytics: signal and noise, probability, and inference
• Purpose of distribution analysis, the standard deviation
• Stronger understanding of sampling and bias, including a look into polling
• Dive into hypothesis testing and false positive and false negatives errors
• A look into correlation and causation, including regression analysis
Content Outline
• Data Literacy
• Data and aggregations
• Analytical mindset
• Signal and noise, probability, statistical inference
• Distributions and standard deviation
• Sampling and bias
• A/B testing and Type I and II errors
• Correlation vs causation
• Scatter plot analysis
• Regression analysis
FAQs
A- To attend the training session, you should have operational Desktops or Laptops with the required specifications and a good internet connection to access the labs.
A- We recommend you attend the live session to practice & clarify the doubts instantly and get more value from your investment. However, if, due to some contingency if you have to skip the class, Radiant Tech learning will help you with the recorded session of that particular day. However, those recorded sessions are not meant only for personal consumption and NOT for distribution or any commercial use.
A- Radiant Tech learning has a data center containing a Virtual Training environment for participant's hand-on-practice. Participants can easily access these labs over Cloud with a remote desktop connection. Radiant virtual labs allow you to learn from anywhere and in any time zone.
A- The learners will be enthralled as we engage them the real-world and Oriented industry projects during the training program. These projects will improve your skills and knowledge and give you a better experience. These real-time projects will help you greatly in future tasks and assignments.
A- You can request a refund if you do not wish to enroll in the course.