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Data Analysis Skills Overview
Data Analysis Skills Course Outline
Module 1: Introduction
- Data Analysis and Synthesis
- What are Statistics?
- Statistics Within the Business
Module 2: Defining the Problem or Opportunity
- Defining the Problem – What Tools to Use?
- PDCA (Plan, Do, Check, Act)
Module 3: Evidence/Fact Driven Analysis
- Step Data Collection Process
- List of Criteria for Good Measure
- Gauge R&R
- Measurement System Resolution
- Chunking
- Data
- Principles
- Data and Visual Management (Visual Factory)
- Cognitive Bias
- Introducing Inductive and Deductive Approaches to Validate Data
- Developing and Testing Hypotheses
Module 4: Introduction to Hypotheses Testing
- Hypotheses Testing
- Null and Alternate Hypothesis
- P-Value
- How can the P-Value help?
- Using Control Groups as a Baseline
- What is Skewed Data?
- Using Sigma to Identify If the Process is in Control
- Control Charts
- JQT Zones and Assignable Cause Tests
- Normal Distribution and Normal (Bell) Curve
- Standard Deviation (σ)
- Normal Distributed Bell-Shaped Curve
- Data Classification
- Dependent Vs Independent
- Classes of Data Variable
- Discrete Variables
- Binary and Variables
- Why is the Class of Data Important?
- Hints and Tips
- Steps to Work with Survey Data
- Steps to Follow when Working with Survey Data
- Working with Decision Variables
- Internal and External Constraint
- Constraints and Process Capability
- CP Process Capability
- Cpk
- Reliability of Predictions
- Identifying Variables that You Can Control
- Optimise Your Data Worksheet
Module 5: Calculating Probability Using a Statistical Package
- Probability Defined
- Variation Terminology
- Averages
- Distribution Curves
- Sensitivity Analysis
Module 6: Scatter Diagrams and Regression
- Scatter Diagrams
- Regression
- Forecasting
- A Scatter Diagram is the First Step Towards Regression Analysis
- Correlation Coefficient
Module 7: Identifying the Root Cause
- 5 Whys
- Cause and Effect Diagram to Investigate the Root Causes of Repeat Calls
- Fishbone
- Reverse Fishbone Diagram
- Decision and Probability Trees
- Earned Value Management
- Monte Carlo Simulation
- Earned Value Analysis
- Perform Sensitivity Analysis Through Random Parameter Variation
- Heuristics
- Using Graphics to Present Data
Module 8: Charts
- Histograms
- Pareto Charts
- Tornado Charts
- Using Graphics to Present Data
Who should attend this Data Analysis Skills Course?
The Data Analysis Skills Training Course is ideally suited for individuals who are looking to enhance their proficiency in handling and interpreting data to make informed decisions and gain valuable insights. This Presentation Skills Course can be beneficial to a wide range of professionals, including:
- Data Analysts
- Business Analysts
- Data Scientists
- Market Researchers
- Financial Analysts
- Marketing Analysts
- Operations Analysts
Prerequisites of the Data Analysis Skills Course
There are no formal prerequisites for this Data Analysis Skills Training Course.
Data Analysis Skills Course Overview
The Data Analysis Skills Training Course offered by The Knowledge Academy is designed to equip delegates with essential tools and techniques to harness the power of data effectively. Whether you are in business, healthcare, finance, or any industry, understanding Data Analysis is pivotal for enhancing productivity, improving processes, and gaining a competitive edge.
Proficiency in this Presentation Skills Training Course is a vital skill set sought after by professionals across various domains. Business Analysts, Data Scientists, Marketers, and even Managers benefit from understanding Data Analysis. In an era where data is abundant, the ability to uncover actionable insights from datasets empowers professionals to make informed decisions, optimise strategies, and drive organisational success.
The Knowledge Academy’s intensive 1-day Presentation Skills Course offers delegates a fast-track journey to becoming proficient in Data Analysis. Delegates will learn to gather, clean, and visualise data, perform statistical analyses, and interpret results effectively.
Course Objectives
- To understand the fundamentals of data analysis and its applications
- To learn about data collection and pre-processing techniques
- To gain expertise in data visualisation for effective communication
- To explore statistical analysis methods for data-driven decision-making
- To apply Data Analysis techniques to real-world scenarios
- To interpret and communicate results effectively
- To build a foundation for advanced Data Analysis and Machine Learning
After completing this Presentation Skills Training Course, delegates will have a solid foundation in Data Analysis techniques, enabling them to make data-driven decisions confidently. They will be better equipped to extract valuable insights from datasets, enhance their problem-solving abilities, and contribute significantly to their organisations' success.
What’s included in this Data Analysis Skills Course?
- World-Class Training Sessions from Experienced Instructors
- Data Analysis Skills Certificate
- Digital Delegate Pack
Why choose us
Ways to take this course
Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Data Analysis Skills. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.
Live classes
Join a scheduled class with a live instructor and other delegates.
Interactive
Engage in activities, and communicate with your trainer and peers.
Global Pool of the Best Trainers
We handpick from a global pool of expert trainers for our Online Instructor-led courses.
Expertise
With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.
Global Reach
With classes running in all timezones, access any of our courses and course material from anywhere, anytime.
Unlock your potential with The Knowledge Academy's Data Analysis Skills, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.
What our customers are saying
Khwaja is very knowledgeable and was able to communicate effectively.
Ryan Cleary
Scott is an trainer who brings both engagement and deep knowledge to his sessions. His ability to make complex theories accessible and applicable is helpful. During our training, Scott not only guided us through the practical applications of Excel but also ensured we could apply these skills to real-life case studies. His hands-on approach and practical examples made the learning experience both enjoyable and highly effective.
Christie Wilkes
Very good. Especially enjoyed the afternoon. Being talked about how to do things and a pace that a mixed group of people can work with.
Lindsey McHugh
Data Analysis Skills FAQs
The Knowledge Academy offer training in a variety of locations across the UK and around the world, making it easy to find a training venue near you.
There are no prerequisites for enrolling on this Data Analysis Skills course.
No, delegates do not need to take an examination to pass this Data Analysis Skills course.
Please arrive at the venue at 8:45am.
The training fees for Data Analysis Skillsin Hong Kong starts from HKD7995
The Knowledge Academy is the Leading global training provider for Data Analysis Skills.
Please see our Presentation Skills courses available in Hong Kong
Why choose us
Best price in the industry
You won't find better value in the marketplace. If you do find a lower price, we will beat it.
Many delivery methods
Flexible delivery methods are available depending on your learning style.
High quality resources
Resources are included for a comprehensive learning experience.
"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"
Joshua Davies, Thames Water
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