Brilliant course design. The way concepts build on each other is seamless. Very practical and well-explained.
Business Problem Analysis: Data-Driven Decision Making
Learn a structured methodology to analyze complex business challenges and propose sustainable, data-backed solutions for long-term growth.
-
💬
AI instructor
Ask about any lesson and get a clear answer instantly, anytime. -
🕐
Start anytime
No schedules or deadlines — learn at your own pace, whenever suits you. -
🌐
In English
Lessons, tasks and certificate — all fully in your language.
About this course
Course contents
6 modules · 28 lessons · 3h 6m
1
Foundations of Business Analysis
Establish the mindset and basic vocabulary of professional problem-solving.
- Welcome: Your Path to Better Decisions
You will explore how systematic analysis beats intuition in modern business environments.6 min - The Language of Analysis
You will learn the fundamental terminology used by professional business analysts.7 min - The Systematic Mindset
You will understand the core concepts that differentiate professional analysis from guesswork.6 min - Profitability and Problem Solving
You will see how solving the right problems directly impacts a company's bottom line.7 min - Thinking Long-Term
You will learn why sustainability is just as important as immediate results in decision-making.6 min
2
Structuring the Challenge
Learn to break down messy problems into logical, solvable parts.
- The Six-Step Roadmap
You will get an overview of the professional methodology you'll use throughout the course.6 min - Step 1: Defining the Real Problem
You will learn how to distinguish between surface-level symptoms and the actual problem.7 min - Breaking Down Complexity
You will practice using frameworks like MECE to turn huge problems into manageable tasks.8 min - Step 2: Hunting for Root Causes
You will apply techniques like the '5 Whys' to find the source of a business hurdle.7 min - Mapping the Problem Space
You will learn to create issue trees to visualize all components of a business dilemma.7 min
3
Data-Driven Discovery
Use financial and operational data to diagnose business health.
- Step 3: Gathering Data with Purpose
You will learn to select data that aligns specifically with your organizational goals.6 min - Financial Health Check
You will learn how to read basic financial data to assess a company's stability.8 min - Operational Performance Metrics
You will analyze operational data to find inefficiencies in how work gets done.8 min - Finding the 'Why' in the Numbers
You will learn to interpret data trends to explain business performance.6 min - Spotting Strategic Opportunities
You will learn to identify gaps in the market or operations that can become growth drivers.7 min
4
Modern Analysis Context
Integrate AI and ethics into your analytical framework.
- AI in the Decision Room
You will explore how AI tools can assist in processing data and predicting outcomes.7 min - The Ethics of Data
You will learn the importance of data privacy and ethical considerations in analysis.7 min - Avoiding Analytical Bias
You will learn to recognize common mental shortcuts that lead to bad data interpretation.6 min - Real-World Scenarios
You will walk through a modern business case study to see analysis in action.8 min
5
Crafting Recommendations
Transform your findings into persuasive, evidence-based strategies.
- Step 4: Developing Solutions
You will learn to brainstorm multiple potential fixes for the root causes you found.6 min - Step 5: Evaluating the Best Path
You will use a scoring matrix to compare solutions based on cost and impact.7 min - The Power of Evidence
You will learn how to back every suggestion with specific data points to gain buy-in.7 min - Aligning with the Big Picture
You will ensure your recommendations support the company’s high-level strategic goals.6 min
6
Implementation and Impact
Ensure your solutions are actionable and deliver lasting value.
- Step 6: The Actionable Roadmap
You will learn to create a step-by-step implementation plan for your strategy.7 min - Presenting Your Findings
You will learn how to communicate complex analysis clearly to non-technical stakeholders.6 min - Measuring Success with KPIs
You will learn how to set metrics to track if your solution is actually working.6 min - Ensuring Long-Term Success
You will learn to build feedback loops that keep your solution sustainable over time.6 min - Your Future as an Analyst
You will recap the course and learn how to keep applying these skills in your career.5 min
The 'Retail Turnaround' Strategy Report
You are presented with a case study of a retail chain facing declining profits. You must use the 6-step methodology to identify the root cause using provided financial/operational data, consider AI/ethical implications, and propose a structured, evidence-based recommendation.
What you'll get
-
📜
Certificate of completion
Add it to your LinkedIn profile -
💬
Personal AI tutor
Stuck on a lesson? Ask your built-in tutor anything, any time. -
♾️
Lifetime access
Come back anytime, no expiry -
📱
Phone or computer
Works anywhere, any device -
💸
14-day refund
No questions asked -
⚡
Short & focused
3h 6m of practical content
Certificate of completion
Every course you complete on PickAClass issues a credential like this — original, with its own code, verifiable by URL, and detailed about what was actually demonstrated.
Reviews (2)
It's a solid course. The structure is logical and most of the examples were helpful. Could use a few more real-world scenarios though.
Learners also took
Real Estate Data Analytics for Property Management Profits
Data Science and Analytics for Business Decision-Making
Foundations of Business Decision Modeling
Business Analytics for Strategic Decision Making
Frequently asked
What do I need to take this course? +
Just a phone or computer with internet. No installs, no special hardware.
How do I pay? +
By card via Stripe. We don’t store card details — Stripe handles them securely.
Can I get a refund? +
Yes — full refund within 14 days, no questions asked.
How long will I have access? +
Forever. Once you purchase, the course is yours to revisit anytime.
Will I get a certificate? +
Yes. On completion you'll receive a certificate you can add to your LinkedIn profile.
Get 10 courses a month
Members get 10 courses of their choice every month for $0. No per-course charges — you pay only the subscription.
- ✓ 10 courses every month
- ✓ Cancel anytime
Renews monthly. Unused courses expire at the end of each billing month.