🇪🇸 Spanish Edition
The perfect complement for data analyst students.
Think like a data analyst, not a student. Apply what you learn in bootcamps to realistic business cases – introducing Theory-to-Practice: The Playbook. The online framework that will save you time and headaches.
The practical resource with real cases, step-by-step solutions and exercises in Python and SQL that will help you apply what you learn in different industries
- The bridge between theory and practice: learn to think logically, develop an analytical mindset and make strategic decisions that prepare you for a job in the industry
- Turn theoretical concepts into practical solutions with a clear and structured approach by solving business cases from different industries
Do you struggle to apply your data analysis skills to real problems?
As a student of a data analytics bootcamp, you probably face some very common obstacles. I see it everyday as an educator of Data Analytics.
You know the theory, but you struggle:
- Connecting concepts to real applications: You know how to run queries in SQL or analyse data in Python, but when it comes to relating those skills to real cases, it gets complicated.
- Solving problems logically: You are able to solve guided exercises, but you struggle to deal with open-ended problems without clear instructions.
- Finding relevant examples to apply your knowledge: The course material provides examples, but you feel the need to practice with a wider variety of real exercises.
Introducing... Theory-to-Practice: The Playbook
An online framework designed to help you solve real-world problems quickly and effectively. This playbook has been created specifically for data analysis bootcamp students who need more than theory – they need practical exercises and step-by-step formulas to tackle the problems they will encounter in their future jobs.
Connection between concepts and real application
You will not only learn isolated tools, but when and why to apply them in different contexts. You will understand how to connect SQL, Python and statistics to solve complete problems.
Step-by-step methods and practical formulas
Think of it as a recipe book for data analysis. You'll get structured solutions with clear processes for tackling real problems, from initial exploration to insights-based decision making.
Levelled case studies
Designed to match your progress. Whether you're just starting out or already experienced, the cases progress from basic to advanced, allowing you to improve incrementally.
Mini-projects applied to different industries
You'll work with realistic cases within industries such as eCommerce and Retail that will help you extrapolate knowledge and adapt to different sectors.
Flexibility to learn at your own pace
Focus on the areas where you need the most practice, skip what you've already mastered, and move forward efficiently without wasting time on repetitive concepts.
Development of logical reasoning and strategic decision making
You’ll find structured methods to develop logical reasoning, question assumptions, and make strategic decisions based on data rather than intuition.
What's Covered?
The Playbook includes multiple data analysis cases applied to real problems, structured step-by-step from exploration to technical implementation in Python and SQL. Through strategic questions and progressive resolution at different levels of complexity, you will learn to tackle problems with a logical and structured approach.
This section is an introduction and guide to using the playbook effectively.
It includes:
Overview and Purpose
What You’ll Find in the Playbook
Case Structure and Learning Flow
How to Use the Playbook
Typical Analysis Flow
The introduction will guide you on critical thinking, not just technical skills, and gives the foundational on how you will transition from learning to applying data analysis in real-world contexts.
The playbook includes three cases tha follow a structured approach that guides you from the problem to the technical solution, including:
A real problem with data available to solve it.
Key questions to explore the problem before programming.
Implementation in SQL and Python, with pseudocode and two levels of resolution.
Strategic reflection to validate the fundamentals and train your criteria and business vision.
More than exercises, these are realistic scenarios that will help you think like a data analyst.
With this playbook, you will go from being a student who struggles to apply theory to one with an analytical and strategic approach.
- Having theoretical knowledge but not knowing how to apply it in real situations
- Lack of confidence when faced with complex problems without clear guidance
- Difficulty in gaining practical experience in a structured way adapted to your learning style
- Quickly apply your skills to real-world tasks that you'll face as a Data Analyst
- Increase your confidence in solving a variety of problems
- Gain hands-on experience in a way that fits with your learning style as a student
Theory-to-Practice:
The Playbook
An online framework designed to bridge the gap between learning and doing, based on my experience as an analyst and trainer.
What's Included?
- Instant Access: Get access to a complete set of methods, case studies, and mini-projects that directly address the most common challenges in data analysis for 6 months.
- Spanish Edition 🇪🇸: Right now we have released the Spanish edition. In the future we may also release an edition in English, subject to demand. Please click the link below to register your interest.
What’s Waiting for You
WORTH 1300€+
Theory-to-Practice: The Playbook
(997€ Value)
Designed to help you solve real-world problems quickly and effectively. This playbook has been created specifically for data analysis bootcamp students who need more than theory - they need practical exercises and step-by-step methodology to tackle the problems they will encounter in their future jobs.
INCLUDING:
Solve real-world problems from different industries with increasing levels of difficulty.
Follow a step-by-step approach that guides you from data exploration to decision making.
You will not only learn the syntax, but when and how to apply each tool in the right context.
Develop experience working with real data in professional world scenarios.
Learn at your own pace, focusing on the areas you really need to improve.
BONUS 1: Exclusive Audios
(179€ Value)
Listen to key insights on data analytics, critical thinking strategies and tips for applying your knowledge in the real world.
BONUS 2: Data Cleaning and Transformation Checklist
(89€ Value)
Before starting the analysis, check data quality, nulls, duplicates, etc. to ensure that the data is ready for analysis.
BONUS 3: Glossary of Business Concepts
(59€ Value)
Access clear definitions and explanations to understand key terms used in business, marketing, sales and data analysis, allowing you to better connect technical analysis with business needs.
Let me introduce myself
Hello, my name is Almu Hernández!
I am a data analytics specialist and trainer of restless minds who want to reinvent themselves as analysts, so they can lead the life they want.
After more than 15 years working in data analysis in sectors such as banking, telecommunications, retail and health, I realised something: knowing how to use tools is not the same as knowing how to analyse data.
During my collaborations with reputable training organisations, I have seen first-hand how students feel lost when trying to apply new knowledge to different problems. They learn a lot of tools in a short time, they solve guided exercises, but they lack the context and practice to apply them in the real world. They can run a query in SQL or do a data cleanup in Python, but when the problem is not structured or doesn't come with clear instructions, they don't know where to start.
That's why I created this playbook
Don't just take my word for it
I have already helped other students improve their analytical approach.
Here are some of their testimonials.
FAQs
Who is this playbook for?
The playbook is designed for students of data analytics who want to bridge the gap between theory and real-world application. If you’re looking to implement your knowledge of SQL and Python effectively, this resource will help.
Do I need any prior experience to use this playbook?
It’s both suitable for students currently studying or who have recently completed a data analytics course, such as a bootcamp. The playbook is structured to guide students through practical steps to apply theoretical knowledge effectively.
Can I skip the sections I already know about?
Yes! The playbook allows you to choose the sections you want to focus on based on your experience.
Is the Playbook in English or in Spanish?
Currently the content is in Spanish. We are considering launching the English version, depending on interest. If you are interested, write to me at info@almuanalytics.com and we’ll keep you posted.
How long does it take to complete?
That depends on how deep you go. Some users complete it in a few focused sessions, while others use it as an ongoing reference, returning to different sections as needed. We include three business cases to get you started, however there will be an option to add six more at a later date if you would like more examples to work on.
How long can I access the playbook for?
You have access for six months from the date you purchase. But why six months? Sometimes having a deadline is just what we need to get us going.
This playbook is not meant for you to accumulate, but for you to apply it from day one.
Six months gives you plenty of time to work on the cases, pause, revisit and review.
Will I get updates or new content over time?
Yes! We continuously improve the playbook based on feedback and industry trends. You’ll get access to any updates for six months at no extra cost if you purchase it.
Can I use the playbook for team or corporate training?
I’m afraid this is not designed nor licensed for this purpose. If you wish to use it for team or corporate training please contact us.
Is there a certification upon completion?
The playbook is a self-paced resource designed for real-world application rather than certification.
Can I apply this playbook to multiple industries?
Yes! The principles and frameworks inside are designed to be adaptable across various fields. The playbook contains three business cases. These will include tips on how to apply the same solution to other industries. There will be the option to add six more at a later date for a small one-off fee.
What if I don’t find the playbook useful?
This is why we offer the trial, so you can take a look for no charge at all – we won’t even ask for any credit card details. If you don’t feel the playbook meets your needs, you can simply choose not to opt to purchase it once your trial finishes. No subscriptions.
How does it differ from a more traditional online course?
This playbook is hands-on, guided framework and designed for immediate implementation without needing to complete sections in any specific order. Simply choose the business case you’d like to work on and go through the provided framework and exercises to help you take action with real-life examples, not just absorb information.
If you're in a bootcamp or self-learning, and have been feeling stuck trying to apply what you know, this playbook is for YOU.
Start solving real-world problems today.
Theory-to-Practice: The Playbook
🇪🇸 Spanish Edition
49€
Right now we have released the Spanish edition. In the future we may also release an edition in English, subject to demand. Please click the link below to register your interest.