About

Welcome to Apnea Coding. This is the resting place of afterthoughts about #our_tradecraft.

Here you will find coding sessions, programming tutorials and lessons, in-depth view of how we structure source code based on problem specifications and how we perform basic code testing for simple use cases. Furthermore, downscaled variations of real-world applications are investigated and implemented using the tools of that era, simulating the software that actually worked / works with them.

Extensive experimental sessions are available for selected topics in Machine Learning and Data Analytics, demonstrating tools and platforms for data management, cleansing, visualization, pipeline setup, model design, training and evaluation, up to the code prototyping phase.

For more information, check the Content page in this site and the YouTube channel with all the video material.

Tags: #asmr #coding #programming #notalking #lesson #lecture #tutorial #howto #ambient #engineering #software #machinelearning #dataanalytics #ai #experiment #presentation #testing #programmer #datascience #dataanalytics

Popular Posts

Hello x86: Low-level assembly coding for the 8086

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Hello x86: Low-level assembly coding for the 8086 wiring no-talking, in emulated 80286 / MS-DOS machine in DOSbox. This is a set of four "hello world" codes in x86 assembly, using single-segment 16-bit/i8086 instruction set. The purspose of this tutorial is to demonstrate how exact, minimal-space, yet razor-sharp is assembly coding, especially when dealing with such complexities like the segmented memory model of MS-DOS. The four versions are: Hello1.asm: Old-style standard directives, used by '70s-'80s assemblers, for .EXE output. Hello1C.asm: Old-style standard directives, used by '70s-'80s assemblers, for .COM output. Hello2.asm: Compact 'dot' directives, used by modern assemblers, for .EXE output. Hello2C.asm: Compact 'dot' directives, used by modern assemblers, for .COM output. The difference between .EXE and .COM comes from the MS-DOS era, when the first format required 'far' pointers (segment:offset) for memory ad
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Announcement: Writing a new book in Data Science and R&D projects

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About two years ago an idea was hovering through my mind, a question actually: Why is that “traditional” project managers fail so gloriously in managing teams, especially in the Research and Development (R&D) field of work? I let it mature for a while, thinking that someone will eventually write a book or something about it. Two years have passed and no one did it, so I figured, well, I guess I will have to do that myself. After sending the proposal to only few top publishers, I was privileged enough to land a book contract with Elsevier , which was indeed my first choice for this endeavor.  The subject of the book will be simple: Managing and coordinating teams in the R&D environment, specifically in the domains of Data Analytics, Machine Learning and Artificial Intelligence in general , where I have been working for more than two and a half decades as a professional. Specifically, it will focus on every aspect of teamwork from the first to the last day of a R&D project, i
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Fibonacci numbers in C (4 different ways)

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Fibonacci series in pure C no talking, using only vim and gcc in terminal, implementing four alternative designs: 1) Recursive: using the typical mathematical definition for Fib(n) 2) Iterative: using loop instead of recursion to avoid call stack overflows 3) Dynamic Programming: using buffer for cached results, calculated only once 4) Analytical: using the solution of the differential equation for Fib(n) Each option has its pros and cons, typically trading code simplicity for resources (recursion) or trading memory (cache) for speed. The purpose of this tutorial is to demonstrate coding discipline when working with very limited coding tools (command-line only in terminal) and alternative designs for use in different situations. Inline comments describe details about the code being written. Enable captions for more information on what is happening in each section of the video. Enable captions for more details and walk-through. Source code available at the Github repository (see chann
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Multiplication tables in COBOL

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This program is a simple demonstration of basic user I/O and arithmetic operations in one of the earliest versions of COBOL that was made available for home computers in the early '80s. The "executable" was actually an intermediate binary format created as the compiler output, which could then be executed by another program, not very differently than today's Just-In-Time (JIT) compilers or pre-compiled interpreted languages. The language is the creation of Grace Hopper, a pivotal figure in the evolution of programming and the design of the first trully general-purpose languages. The two main strengths of COBOL was the rich I/O functionality for data file handling and the screen handling routines for creating terminal-based user I/O via forms and tables. Although functionally limited and with loquacious syntax by the programming standards of later language generations, COBOL was deemed extremely reliable and understandable by the programmers of those early days. So m
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Bricks and towers in Prolog

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This program is a simple demonstration for illustrating how classic declarative programming can provide very intuitive and compact solution generators for logic problems and combinatorial tasks. In this example, a set of bricks with three sizes and a stability constraint ("do not put larger above") is coded to provide solution searching on all possible ways to build a stable tower of a specific height. Prolog's main advantage over other declarative programming languages is that even in the early '80s came with a rich library of common functionalities that made real-world application development easy. Turbo Prolog was probably the best option for PC machines, with efficient memory enhancements via more strict typing and other syntax shortcuts to limit the tree search in manageable space/time requirements for these platforms. Although now depricated by constrained and fuzzy logic paradigms, Prolog-style programming is still the most intuitive way to design simple expe
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