Good data selection and/or collection are the foundation for effective data analysis. This demands a thorough understanding of all data kinds and the various sources that they come from. Additionally, by arranging it correctly, all of the data may be easily shown under various charts, and they can all be described using appropriate and effective descriptive statistics measures.
The foundational concepts of this course include developing a clever data collection procedure, choosing the optimum sampling strategy, confirming the accuracy of the data stored for analysis, and comprehending all the choices for visualization and the related descriptive statistical KPIs. Prior to beginning any work or even a career in the realm of data, this course addresses all approaches and instruments for thorough data analysis. The course also acts as a prerequisite for any course or program in machine learning.
Additionally, this course aims to give participants a clear and comprehensive understanding of data structuring for effective data analysis, scientific group profiling through intelligent and effective data analysis, and appropriate data manipulation using a variety of tools currently available on the market.
Understand and organize the phases of a successful data analysis project.
Convert any industry into a thorough database.
Analyze and assess the quality of the data.
Basic data interpretation and description using full descriptive statistics
Discover the full history of data analysis.
All practitioners of machine learning and artificial intelligence (AI) start with applied data analysis. It is fundamental information that applies to all fields and data-related jobs.
The different types of Data
Data sources
Data
Variables
Data visualization
Pies, Doughnuts, Bars
Histograms, Lines, Scatter plots
Heat maps and Tuckey boxes
Geographical maps
Central tendency measurements
Average
Median
Mode
Scatter tendency measurements
Quartile
Variance
Standard deviation
Estimations
Punctual
Confidence Interval
Two men test
Equal variances (t-test)
Unequal variances (t-test – Welch correction)
Two variance tests (F-Test)
Two proportion test (Chi-Square test)
Two distribution tests (Chi-Square test)
Attraction – Repulsion Matrix
Vertical and horizontal profiling
Multiple mean tests
Equal variances (F-Test and ANOVA Table)
Unequal variances (F-Test – Welch Correction)
Multiple Variance test
Levene test
Chi-Square test
Multiple proportion test (Chi-Square test)
Multiple distribution test (Chi-Square test)
Attraction – Repulsion Matrix
Vertical and horizontal profiling
Mean pair comparisons methods:
General
Bonferroni
Tukey - Kramer
Simple linear regression
Line equation
Testing the regression line validity (t-nullity test)
R vs. R Square interpretation
ANOVA table analysis
Simple logistic regression
Probabilistic model
Testing the model validity (Chi-Square test)
Predicting classification
Odds ratio interpretation
Data analysis project best practices
Ask
Design
Preview
Analyze
Communicate
Sampling methods
Random and systematic
Multilevel, stratified, and cluster
Convenient, quota, and judgmental
PMP for research projects overview
Integration, cost, scope, time, cost, quality, communication
Social media marketing is one of the most important digital marketing channels. Social media marketing uses social media platforms to create awareness about the product. Digital Marketing uses online and offline channels to promote products to the customer.
Organizations typically start using electronic document management systems to transform paper-based operations after reaching an internal tipping point in which customer response times become too slow, departments don’t have enough bandwidth to solve recurring process bottlenecks, paper archiving becomes too costly or large-scale regulatory risks are exposed during a data breach or compliance fines.
For organizations that have defined but resource-intensive business processes, EDMS is an ideal fit. Document management helps organizations across industries sidestep this busy work entirely by eliminating manual document maintenance, reclaiming valuable staff time, and boosting the bottom-line.
This program provides the Public Relations and Service Department Managers the essential skills to create goodwill for your products, services, and ideals. It aims to assist you to do an effective job of building the Image of your Organization or department. It discusses the art and techniques for effective public relations (Image Building). Image building is discussed as an essential planned activity: including PR deliverables, Tasks, Resources, and Strategy Options. Program content includes: Analysis & Definition of PR Issues, Developing Action Plans, Communication & Implementation, and, monitoring and evaluation of outcomes.
Today’s executives have no room for error in navigating the market upturn to ensure their organization's survival and success. This all-new capstone to our Management Program is a fast track to more effective senior management by learning to best leverage your corporation’s competencies and build high value, sustainable growth.
An excellent course for experienced executives looking for late-breaking management ideas centered on strategy and “growth maximization” to prepare for market realities in the next three years.
Self-mastery is not achieved by accident - it is a process that occurs as we interact effectively with the events and circumstances of our lives. Each moment of our lives provides an opportunity to practice self-mastery by expanding our visions, awakening the faculties of our minds and our hearts, and assuming full responsibility for living, growing, and contributing. As we master our own emotions, we can enhance our ability to lead others, acting as a role model and someone others would truly wish to follow. Through this program, you will learn a great deal about yourself – how you think, how you perceive the world and how others perceive you, how you communicate and how you can enrich your communication skills - and through that process, you will learn how to lead others with great skill.
Risk is key in any project yet is often misunderstood as to the huge value that it can deliver, both to the project itself and to the people involved. This interactive, highly practical Risk Management Professional training course is designed to help delegates cover the risk management framework from the fundamentals up to the senior management level. This training course is delivered in such a way that delegates can expect to become skilled risk practitioners themselves.