What does the Certified Professional Analytics Mastery course cover?
Certified Professional Analytics Mastery is covered here in 9 modules: Introduction to Analytics: Key Concepts and Terminology, Defining Analytics and its Importance, Data Management: Data Sources and Quality, Data Storage and Retrieval, Data Visualization: Principles of Effective, Best Practices for Data Storytelling and 6 more.
How do you approach Certified Professional Analytics Mastery step by step?
The work is sequenced in 9 stages. It starts with Introduction to Analytics: Key Concepts and Terminology, Defining Analytics and its Importance, moves through Data Management: Data Sources and Quality, Data Storage and Retrieval and Data Visualization: Principles of Effective, Best Practices for Data Storytelling, and ends at Capstone Project: Analysis and Insights Generation, Data Collection and Preprocessing.
What is in Module 1 of the Certified Professional Analytics Mastery course?
Module 1 is Introduction to Analytics: Key Concepts and Terminology, Defining Analytics and its Importance. It works through Defining Analytics and its Importance, Types of Analytics: Descriptive, Predictive, and Prescriptive, Analytics in Business: Applications and Benefits and 1 more. It sets the vocabulary the remaining 8 modules build on.
How is the Certified Professional Analytics Mastery course delivered?
The Certified Professional Analytics Mastery course is fully self-paced with immediate online access after enrolment. Access does not expire and future updates are included at no cost. It can be taken on any device, and a certificate of completion is issued by The Art of Service when you finish.
How much does the Certified Professional Analytics Mastery course cost?
The Certified Professional Analytics Mastery course is $199 as a one time payment. There is no subscription, no per seat licence and no hidden fee. Enrolment carries a 30 day satisfied or refunded guarantee, so it can be assessed in full before you commit.
Closely related courses: Certified Analytics Professional Toolkit, Certified Analytics Professional, Data Analytics and Certified Treasury Professional Kit, Certified Analytics Professional Training.
More answers: what you get with every course, refund policy, all help answers.
Certified Professional Analytics Mastery Course Curriculum
Course Overview
The Certified Professional Analytics Mastery Course is a comprehensive and interactive program designed to equip professionals with the skills and knowledge required to excel in the field of analytics. Upon completion, participants will receive a certificate issued by The Art of Service.Course Outline
Module 1. Introduction to Analytics: Key Concepts and Terminology, Defining Analytics and its Importance
- Defining Analytics and its Importance
- Types of Analytics: Descriptive, Predictive, and Prescriptive
- Analytics in Business: Applications and Benefits
- Key Concepts and Terminology
Module 2. Data Management: Data Sources and Quality, Data Storage and Retrieval
- Data Sources and Quality
- Data Cleaning and Preprocessing
- Data Storage and Retrieval
- Data Governance and Security
Module 3. Data Visualization: Principles of Effective, Best Practices for Data Storytelling
- Principles of Effective Data Visualization
- Types of Visualizations: Charts, Graphs, and Maps
- Tools for Data Visualization: Tableau, Power BI, and D3.js
- Best Practices for Data Storytelling
Module 4. Statistical Analysis: Regression Analysis: Simple and Multiple Linear Regression
- Descriptive Statistics: Measures of Central Tendency and Variability
- Inferential Statistics: Hypothesis Testing and Confidence Intervals
- Regression Analysis: Simple and Multiple Linear Regression
- Time Series Analysis: Trends, Seasonality, and Forecasting
Module 5. Machine Learning: Model Evaluation and Selection, Clustering and Dimensionality Reduction
- Introduction to Machine Learning: Supervised and Unsupervised Learning
- Regression and Classification Algorithms
- Clustering and Dimensionality Reduction
- Model Evaluation and Selection
Module 6. Advanced Analytics: Big Data Analytics: Hadoop, Spark, and NoSQL Databases
- Deep Learning: Neural Networks and Convolutional Neural Networks
- Natural Language Processing: Text Preprocessing and Sentiment Analysis
- Big Data Analytics: Hadoop, Spark, and NoSQL Databases
- Advanced Statistical Techniques: Survival Analysis and Propensity Scoring
Module 7. Analytics Tools and Technologies: SQL and NoSQL Databases, Python and R for Analytics
- Python and R for Analytics
- SQL and NoSQL Databases
- Data Warehousing and Business Intelligence
- Cloud-based Analytics Platforms: AWS, Azure, and Google Cloud
Module 8. Analytics in Practice: Measuring the Impact of Analytics
- Case Studies: Analytics in Marketing, Finance, and Operations
- Communicating Insights to Stakeholders
- Building an Analytics Team: Roles and Responsibilities
- Measuring the Impact of Analytics
Module 9. Capstone Project: Analysis and Insights Generation, Data Collection and Preprocessing
- Applying Analytics Concepts to a Real-World Problem
- Data Collection and Preprocessing
- Analysis and Insights Generation
- Presenting Findings and Recommendations
Course Features
- Interactive and Engaging: Video lectures, quizzes, and hands-on projects
- Comprehensive and Up-to-date: Covers the latest trends and techniques in analytics
- Personalized: Learn at your own pace and track your progress
- Practical and Real-world: Apply analytics concepts to real-world problems and case studies
- High-quality Content: Developed by expert instructors with industry experience
- Certification: Receive a certificate upon completion issued by The Art of Service
- Flexible Learning: Access course materials anytime, anywhere on any device
- User-friendly: Intuitive course platform with mobile accessibility
- Community-driven: Discuss with peers and instructors in the course community
- Actionable Insights: Gain practical knowledge and skills to drive business decisions
- Hands-on Projects: Apply analytics concepts to real-world problems and projects
- Bite-sized Lessons: Learn in manageable chunks with video lectures and quizzes
- Lifetime Access: Access course materials for a lifetime
- Gamification: Earn badges and points for completing course activities
- Progress Tracking: Monitor your progress and stay motivated
What You'll Receive
- A comprehensive understanding of analytics concepts and techniques
- Practical skills in data management, visualization, and machine learning
- Knowledge of analytics tools and technologies
- A certificate upon completion issued by The Art of Service
- Lifetime access to course materials