Harvard University · edX
Fundamentals of TinyML
4.567 ratingsFocusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.

For accountants, speed and accuracy aren't just desirable: they're career-defining. Excel is the tool that separates professionals who spend hours on a task from those who finish it in minutes, and it determines whether the financial data you produce is trusted or questioned.
With this course as your guide, you'll build your foundational toolkit with absolute, relative, and mixed references, apply financial and date functions that automate complex calculations, and construct intelligent spreadsheets using IF formulas, XLOOKUP, and VLOOKUP. You'll also aggregate large datasets with Pivot Tables and SUMIF functions, produce visual reports using Excel's charting tools, and apply error-checking and troubleshooting strategies that catch mistakes before anyone else sees them.
By the end of this course, you'll produce accurate, polished spreadsheets with confidence, using Excel not as a source of dread but as a strategic tool that saves you time and elevates the quality of your accounting work.
References are the engine behind every formula you'll write as an accountant, and without a clear grip on how they work, even simple spreadsheets become fragile and error-prone. In this module, you'll master relative, absolute, and mixed references so you can build large, accurate spreadsheets quic…
Financial calculations that used to require a spreadsheet full of manual formulas can be reduced to a single function, and dates that appear straightforward have habits that will quietly break your work if you don't know how they operate. In this module, you'll apply Excel's built-in financial func…
The ability to build spreadsheets that make decisions automatically and retrieve information from other sheets without manual searching is what separates a functional spreadsheet from a genuinely intelligent one. In this module, you'll write IF formulas that evaluate conditions and return different…
Turning thousands of rows of transaction data into a clear, accurate summary is one of the most valuable things an accountant can do in Excel, and three tools cover almost every summarization scenario you'll encounter. In this module, you'll build Pivot Tables to generate fast reports from large da…
Accounting spreadsheets don't just need to calculate correctly — they need to present financial data clearly and catch their own errors before they reach anyone else. In this module, you'll extend SUMIF and SUMIFS into three specific accounting applications that transform raw transaction data into…
The difference between a spreadsheet that works once and one that holds up for years comes down to a handful of deliberate habits. In this module, you'll apply five best practices that prevent the most common sources of spreadsheet fragility, and use targeted diagnostic techniques to resolve the fi…
This module closes the course. The skills you've built over six modules are most valuable when you actually use them, in the spreadsheets you build next week, not just in exercises. This lesson points you toward what to do with what you've learned, how to keep developing, and where Steve Friedman's…
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Madecraft is in Tier 4: commercial training companies and platform-made courses of our institution ranking (52/100).
Harvard University · edX
Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.
Harvard University · edX
Learn the concepts and techniques that make up the foundation of data science and machine learning.
Harvard University · edX
An introduction to the intellectual enterprises of computer science and the art of programming.
Harvard University · edX
Build a movie recommendation system and learn the science behind one of the most popular and successful data science techniques.
Harvard University · edX
An introduction to programming using Python, a popular language for general-purpose programming, data science, web programming, and more.
Harvard University · edX
Build a foundation in R and learn how to wrangle, analyze, and visualize data.