Curriculum
- 18 Sections
- 267 Lessons
- 7 Weeks
Expand all sectionsCollapse all sections
- Introduction to Consulting4
- Consulting Process and Frameworks24
- 2.11- Overview of the Consulting Process
- 2.2Discovery and Assessment
- 2.3Analysis and Diagnosis
- 2.4Solution Development
- 2.5Implementation Planning
- 2.6Execution and Monitoring
- 2.7Evaluation and Feedback
- 2.82- Consulting Frameworks
- 2.9SWOT Analysis
- 2.10PESTLE Analysis
- 2.11Porter’s Five Forces
- 2.12BCG Matrix
- 2.133- Problem-Solving Methodologies
- 2.14PDCA (Plan-Do-Check-Act)
- 2.15DMAIC (Define-Measure-Analyze-Improve-Control)
- 2.164- Client Engagement and Relationship Management
- 2.17Active Listening
- 2.18Clear Communication
- 2.19Building Trust
- 2.20Managing Expectations
- 2.21Stakeholder Management
- 2.22Feedback Mechanisms
- 2.23Rest
- 2.24Case Studies
- How to Use SWOT49
- 3.11- Identify the Objective
- 3.2Understanding the Purpose
- 3.3Scope Identification
- 3.4Determining the Subject
- 3.5Setting Objectives
- 3.6Tailoring the Analysis
- 3.7Aligning with Goals
- 3.82- Gather Information
- 3.9Financial Reports
- 3.10Market Research
- 3.11Customer Feedback
- 3.12Competitor Analysis
- 3.13Internal Assessments
- 3.14Stakeholder Input
- 3.153- List Strengths (S)
- 3.16Resources
- 3.17Capabilities
- 3.18Unique Selling Propositions (USPs)
- 3.19Brand Reputation
- 3.20Strategic Alliances
- 3.214- Identify Weaknesses (W)
- 3.22Identify Internal Factors
- 3.23Focus on Areas for Improvement
- 3.24Developing Solutions
- 3.25Documenting and Communicating Weaknesses
- 3.265- Explore Opportunities (O)
- 3.27Market Trends
- 3.28Emerging Technologies
- 3.29Regulatory Changes
- 3.30New Partnerships and Collaborations
- 3.31Untapped Customer Segments
- 3.32Monitoring and Adaptation
- 3.336- Identify Threats (T)
- 3.34Competition
- 3.35Economic Downturns
- 3.36Changing Consumer Preferences
- 3.37Regulatory Changes
- 3.38Technological Disruptions
- 3.39Market Shifts
- 3.40Environmental Factors
- 3.41Social and Cultural Shifts
- 3.42Global Events
- 3.437- Evaluate and Prioritize
- 3.44Assessing Significance
- 3.45Interplay between Factors
- 3.46Focus on Critical Aspects
- 3.47Actionable Strategies
- 3.48Rest
- 3.49Case Studies
- Data Collection and Analysis4
- Predictive Modeling with SPSS9
- Tools and Technologies4
- Data Types and Sources17
- 7.11- Data Types
- 7.2Structured Data
- 7.3Unstructured Data
- 7.42- Data Sources
- 7.5Internal Data Sources
- 7.6External Data Sources
- 7.73- Data Collection Methods
- 7.8Surveys and Questionnaires
- 7.9Observation
- 7.10Interviews
- 7.11Sensor Data
- 7.12Web Scraping
- 7.13Transaction Data
- 7.14Social Media Monitoring
- 7.15Secondary Data Analysis
- 7.16Case Studies
- 7.17Rest
- Cleaning and Transformation25
- 8.11- Dealing with Missing Data
- 8.2Identification of Missing Values
- 8.3Removal of Missing Values
- 8.4Imputation of Missing Values
- 8.5Evaluate the Impact
- 8.6Documentation
- 8.7Iterative Process
- 8.82- Outlier Detection and Treatment
- 8.9Identification
- 8.10Removal
- 8.11Transformation
- 8.12Winsorizing
- 8.133- Data Normalization and Standardization
- 8.14Normalization (Min-Max Scaling)
- 8.15Standardization (Z-score Normalization)
- 8.16Robust Scaling (IQR Scaling)
- 8.174- Feature Engineering Techniques
- 8.18Binning/Discretization
- 8.19One-Hot Encoding
- 8.20Polynomial Features
- 8.21Interaction Terms
- 8.22Feature Scaling
- 8.23Dimensionality Reduction
- 8.24Case Studies
- 8.25Rest
- Exploratory Data Analysis (EDA) with SPSS16
- 9.1Introduction
- 9.21- Basic Statistical Analysis
- 9.3Descriptive Statistics
- 9.4Frequency Distribution
- 9.5Central Tendency and Dispersion
- 9.6Correlation Analysis
- 9.7Inferential Statistics
- 9.82- Data Visualization Techniques
- 9.9Histograms
- 9.10Box Plots
- 9.11Scatter Plots
- 9.12Bar Charts
- 9.13Heatmaps
- 9.14Pie Charts
- 9.15Line Chart
- 9.16When should I use them?
- Statistical analysis with SPSS24
- 10.11- Descriptive Statistics
- 10.21-1 Measures of Central Tendency and Dispersion
- 10.3Mean, Median, and Mode
- 10.4Variability Measures
- 10.51-2 Frequency Distributions
- 10.6Histograms
- 10.7Percentiles and Quartiles
- 10.81-3 Probability Distributions
- 10.9Normal Distribution
- 10.102- Inferential Statistics
- 10.112-1 Hypothesis Testing
- 10.12Formulate Hypotheses
- 10.13Conduct Statistical Tests
- 10.142-2 Confidence Intervals
- 10.153-1 Confidence Intervals
- 10.16Confidence Interval for Mean
- 10.174-1 Regression Analysis
- 10.18Simple Linear Regression
- 10.19Multiple Regression
- 10.205-1 Correlation Analysis
- 10.21Pearson Correlation
- 10.22SPSS Functionality
- 10.23When should I use them?
- 10.24Case Studies
- Prescriptive Analytics with SPSS8
- Business Intelligence and Reporting32
- 12.11- Dashboard and Visualization Design
- 12.21-1 Principles of Effective Data Visualization
- 12.3Clarity and Simplicity
- 12.4Relevance
- 12.5Consistency
- 12.6Interactivity
- 12.7Storytelling
- 12.8Use of Appropriate Visualization Types
- 12.9Color Usage
- 12.10Data Accuracy and Precision
- 12.111-2 Dashboard Development and Best Practices
- 12.12Define Objectives
- 12.13User-Centric Design
- 12.14Performance Optimization
- 12.15Responsive Design
- 12.16Feedback Mechanisms
- 12.17Regular Updates
- 12.18Testing and Validation
- 12.192- Reporting Tools
- 12.202-1 Introduction to Reporting Tools
- 12.21Tableau
- 12.22Power BI (Microsoft Power BI)
- 12.232-2 Creating Dynamic and Interactive Reports
- 12.24Data Connection
- 12.25Report Design
- 12.26Interactivity
- 12.27Data Refresh and Automation
- 12.28Collaboration and Sharing
- 12.29Security and Access Control
- 12.30Documentation and Training
- 12.31Case Studies
- 12.32Rest
- Strategy Development18
- 13.11- Strategic Thinking and Analysis
- 13.2Vision and Mission Statement
- 13.3SWOT Analysis
- 13.4PESTLE Analysis
- 13.5Porter’s Five Forces
- 13.62- Competitive Analysis and Benchmarking
- 13.7Identifying Competitors
- 13.8Analyzing Competitor Strategies
- 13.9Benchmarking
- 13.103- Developing Strategic Recommendations
- 13.11Setting Objectives
- 13.12Strategy Formulation
- 13.13Implementation Plan
- 13.14Monitoring and Evaluation
- 13.15Risk Management
- 13.16Communication and Alignment
- 13.17Case Studies
- 13.18Rest
- Project Management in Consulting17
- 14.11- Project Planning and Scheduling
- 14.2Define Project Scope
- 14.3Work Breakdown Structure (WBS)
- 14.4Estimate Time and Effort
- 14.5Create a Project Schedule
- 14.62- Resource Allocation and Management
- 14.7Identify Resources
- 14.8Allocate Resources
- 14.9Resource Leveling
- 14.10Monitor Resource Performance
- 14.113- Risk Management and Mitigation Strategies
- 14.12Identify Risks
- 14.13Assess Impact and Likelihood
- 14.14Develop Mitigation Strategies
- 14.15Monitor and Control Risks
- 14.16Case Studies
- 14.17Rest
- Communication and Presentation Skills4
- Change Management5
- Ethics and Professionalism in Consulting4
- Industry Focus (Optional)4