Data Science & Excel Mastery: AI Forecasting, VBA Automation
Data Science & Excel Mastery: AI Forecasting, VBA Automation
Published 9/2025
Duration: 4h 20m | .MP4 1280x720 30 fps(r) | AAC, 44100 Hz, 2ch | 2.13 GB
Genre: eLearning | Language: English
Published 9/2025
Duration: 4h 20m | .MP4 1280x720 30 fps(r) | AAC, 44100 Hz, 2ch | 2.13 GB
Genre: eLearning | Language: English
Learn Excel automation with VBA, AI forecasting using LSTM, dynamic dashboards, and simple business strategies explained
What you'll learn
- Professional approaches to data analysis & reporting.
- Clear explanation of LSTM in Excel with practical use cases.
- Applying technical analysis concepts like Fibonacci for performance boost.
- Understanding sorting algorithms visually in Excel.
- Improving algorithm execution in Excel for faster results.
- Building dynamic dashboards with complex formulas.
- Automating Excel with VBA from scratch.
- Predicting prices using deep learning models (LSTM).
Requirements
- A computer with Excel installed (2016 or later preferred).
- Willingness to learn AI concepts with simple explanations.
- No prior coding experience required (VBA will be taught from scratch).
- Basic knowledge of Microsoft Excel.
Description
This course is designed for learners who want to combine Excel skills with simple data science and automation techniques. You do not need any prior coding or advanced background to follow along. Each topic is explained in a simple, step-by-step way so you can apply it directly in your own work.
You will begin with Excel automation using VBA, where you will learn how to write small codes to remove duplicates and automate tasks. Next, you will explore data science concepts in Excel, such as how LSTM models can be used for basic forecasting of Bitcoin and NIFTY stock market trends. These concepts are explained visually and practically, so even beginners can understand the idea of AI in business forecasting.
The course also covers business-focused analysis using Excel, including building a dynamic sales dashboard with advanced formulas like INDEX, MATCH, and SUMPRODUCT. You will learn how sorting algorithms like Bubble Sort can be visualized in Excel, making algorithms easy to understand. Technical analysis with Fibonacci is also included, where you see how to improve performance using Python memoization, caching, and decorators.
By the end of the course, you will be able to get hint on how to:
- Use Excel VBA to automate simple tasks.
- Understand the basics of AI forecasting models like LSTM.
- Build dashboards for data reporting and analysis.
- Apply algorithmic thinking and technical analysis in Excel and Python.
This course is practical, simple, and project-based. It gives you enough ideas and examples to confidently apply Excel automation, AI forecasting, and business analysis in your studies, freelancing, or work projects.
Who this course is for:
- Freelancers who want to upskill and deliver Excel/AI projects to clients.
- Anyone curious about applying LSTM and AI in simple Excel environments.
- Beginners who want to explore Excel automation.
- Data analysts, business analysts, finance professionals.
- ML Traders Algo Traders
More Info