AI.House Higher School of Management Tlemcen

"The Toolbox" Series 🛠️ — Post #3

💡 The Problem: You have an Excel file full of data for your thesis, but you’re struggling with complex formulas or finding SPSS too difficult to navigate.

✅ The Tool: Julius AI (Your Personal Data Scientist)

Julius AI is a powerful tool that allows you to analyze spreadsheets (Excel, CSV, Google Sheets) simply by chatting with them. It doesn't just make "pretty charts"—it performs professional-grade statistical analysis.

🚀 How to use it for your Economics Thesis (Step-by-Step):

1️⃣ Upload & Summary: Attach your file and ask: "Summarize this dataset and identify the variable types."
2️⃣ Descriptive Stats: Ask: "Provide the mean, median, and standard deviation for my main variables and show their distribution."
3️⃣ Check Hypotheses: Ask: "Perform a Shapiro-Wilk test to check for normality and identify any outliers."
4️⃣ Advanced Correlation: Ask: "Create a Pearson correlation matrix and visualize it with a heatmap to show relationships between variables."
5️⃣ Economic Regression: Ask: "Run a multiple linear regression where [Variable A] is explained by [X1, X2]. Provide R-squared, coefficients, and p-values."

🌈 Why it’s better than SPSS for students:
Unlike traditional software, Julius explains the results to you. If a p-value is significant, it tells you exactly what that means for your research in plain English!

"Did You Know?" Series — Post #3

💡 Did you know? AI is actually your Excel spreadsheet’s best friend.

Most people think AI is only for writing text. In reality, for an economist, its greatest strength lies in its ability to make numbers talk.

AI can transform thousands of rows of raw data into strategic insights in seconds:

✅ Trend Detection: It spots correlations that would take a human days to identify.
✅ Data Cleaning: It automatically fixes errors and inconsistencies in your datasets.
✅ Instant Visualization: It creates complex charts from a simple sentence like: "Show me the export trends over the last 10 years."

📊 The future of economics isn't just about formulas; it’s about interpretation.

At The House of AI (ESMT), we show you how to move from being "the person who fills spreadsheets" to "the person who drives strategy."

"The Toolbox" Series 🛠️ — Post #2

💡 The Problem: You’re starting your thesis and you’re overwhelmed by hundreds of research papers. How do you know which ones are relevant without reading them all?

✅ The Tool: Elicit (AI Research Assistant) or Consensus

These are the ultimate free tools for any student in their final year. These tools act like a super-powered academic librarian.

Why it’s a game-changer for your thesis:

Find Reliable Sources: Ask a research question, and it lists the most relevant academic papers.

Comparative Synthesis: It automatically builds a table summarizing the findings of different authors. No more spending days on your literature review!

Fact-Based Answers: It doesn't "hallucinate." Every answer is directly linked to a specific sentence in a scientific paper.

🚀 Pro Tip from The House of AI: Use Elicit or Consensus to refine your "research problem" by seeing what has already been explored by experts in your field.

"The Toolbox Series"🛠️ — Post #1

💡 The Problem: You have a massive 50-page IMF report to read for tomorrow, but only 30 minutes to spare.

✅ The Tool: NotebookLM (by Google)

This is arguably the most powerful tool for your studies in 2026. Unlike standard chatbots, NotebookLM works only with the documents you provide (PDFs, lecture notes, research papers).

How it helps you:

Instant Summaries: It extracts the key points from any complex document in seconds.

Personal Tutor: Ask specific questions like: "What are the growth forecasts for North Africa in this report?"

Audio Overview: The "magic" feature that turns your documents into an AI-generated podcast—perfect for studying while on the go!

🚀 Pro Tip: It is completely free, and the AI only answers based on the sources YOU upload, making it highly reliable for academic work.

"Did You Know?" Series — Post #2
💡 Did you know? In management, AI is the greatest decision-support tool ever invented.

Why? Because at the core of AI in economics lies one superpower: PREDICTION.

AI doesn’t make the final decision for you. Instead, it does something far more valuable: it reduces your uncertainty.

Imagine being able to accurately anticipate:
📉 A drop in consumer demand before it even happens.
💳 A credit risk before it turns into a default.
📦 A supply chain disruption before your shelves go empty.

AI filters through the "noise" of raw data to give you a clear signal. But ultimately, YOU—the manager—make the final call by integrating ethics, human context, and strategic vision.

🎓 At The House of AI (ESMT), we teach you how to turn AI-driven probabilities into winning business decisions.

"Did You Know?" Series — Post #1

💡 Did you know? AI is not just a robot out of a sci-fi movie.

For an Economics or Management student, understanding Artificial Intelligence (AI) has become essential. But what is it, really?

Think of AI not as a machine that "thinks" like a human, but as a powerful technology capable of analyzing massive amounts of data (Big Data) to identify patterns, trends, and predict outcomes.

📈 In economics, AI is a force multiplier for decision-makers.

It enables you to:
✅ Anticipate consumer demand.
✅ Optimize supply chain operations.
✅ Detect financial fraud risks.
✅ Personalize marketing strategies.

In short: AI doesn't replace the manager; it provides a much more accurate compass to navigate through uncertainty.

💬 What was your initial perception of AI before reading this post? Let us know in the comments!

Want to turn your own sources into an AI infographic? Here’s a smarter way with NotebookLM

Step 1/4: Start with Your Sources
▪︎ Gather all the materials you want to turn into an infographic, such as PDFs, notes, articles, reports, or documents.
▪︎ Upload them into NotebookLM as a new notebook.
▪︎ NotebookLM will analyze only these sources and use them as the foundation for everything it generates, so make sure they are relevant and well structured.

Step 2/4: Identify Key Insights
▪︎ Ask NotebookLM to summarize and organize your content into clear themes and main ideas.
▪︎ Focus on extracting key insights, statistics, comparisons, and takeaways that work well in an infographic format.
▪︎ This step helps turn dense information into concise, structured content that is easier to visualize.

Step 3/4: Guide the Output with a Detailed Prompt
▪︎ Now define exactly how you want the infographic to be structured. The more precise your instructions, the better the result.
▪︎ Copy and paste this prompt:
"Act as an expert infographic designer. Create a clear, visually structured infographic based only on the uploaded sources.
Extract the most important insights, key data points, comparisons, and takeaways. Organize the content into logical sections with clear headings.
Keep everything concise and easy to scan. Use short phrases and bullet-style statements instead of long paragraphs. Focus on clarity and readability.
Structure the infographic so it flows logically from top to bottom, starting with a strong title followed by well-organized sections.
Adapt the tone for a [BEGINNER / PROFESSIONAL / GENERAL AUDIENCE]. Emphasize the most important insights and avoid unnecessary details.
Ensure the final output is optimized for visual presentation, with clearly separated sections that can easily be turned into a clean infographic design."

Step 4/4: Generate the Infographic
▪︎ Go to the Studio panel in NotebookLM and select the Infographic feature.
▪︎ NotebookLM will generate a visual summary based on your sources and structured content.
▪︎ Review the result, then refine your sources or prompt if you want a clearer, more focused infographic.

📢 To launch the page, we are organizing our first practical workshop:
"Using (free) AI to prepare your master's thesis in economics – without cheating"
💡 On the agenda:
Clarify your topic and formulate a research question with the help of AI;
Search, read, and organize scientific articles (Google Scholar, AI assistants, NotebookLM / SciSpace, etc.);
Build a structured literature review;
Improve the quality of writing (French/English) without delegating the work to AI;
Understand the limits, the risks of plagiarism, and the rules of ethical use.
🖥 Format: workshop in a computer room, in a small group, with step-by-step guided exercises.

📅 Date: April 18 Date: April 18
Schedule: 9 AM
📍 Location: Library
✅ Registration required (limited spots): via the form: https://docs.google.com/.../1FAIpQLSda8RtoYue.../viewform...

Join the page to not miss the upcoming workshops (AI & thesis, AI & statistics, AI & CV/letters, etc.) and to receive resources, tutorials, and examples of prompts tailored to the academic context.

🤝 The House of AI – a space to learn how to use AI responsibly, in service of your success.

Welcome to the House of AI!
This new unit of our school is dedicated to a simple goal: helping students tame artificial intelligence for their studies, theses, and professional projects. Here, we talk about free tools, best practices, ethics... and above all, the concrete.