Jul 25, 2021Get Tensorboard Up & Running on Win10 & MacAmazing, once you get it to actually work… Tensorboard is great for live-model tracking and visualizations across node epochs, as well as for creating interactive insights you can share in presentations and applications. …Data Science5 min readData Science5 min read
Jul 16, 2021Utilizing SQL Alongside PythonOptions for Speaking Your Data Science Love Language — In the world of data analysis and data science, interacting with databases internally is largely relegated to storage solutions provided by Database Management Systems (DBMS). Among these solutions, there exist options such as Alteryx, dbt, and of course the reigning king of DBMS, SQL. One overlooked facet of SQL —…Data Science5 min readData Science5 min read
Apr 14, 2021Coding in the Cloud with AWSGive your hardware (and sanity) a break by letting the cloud do the work for you — Amazon Web Services (alongside alternative options such as Azure, Google Cloud, and others) offer unprecedented access to virtual, fully remote processing power by harnessing virtual machine clusters and remote servers to handle enormous amounts of data, as well as process tasks and data science models that would otherwise bog down…Cloud Computing5 min readCloud Computing5 min read
Apr 5, 2021Writing PEP 8 Compliant CodeGet your Pythonese Writing Style On Writing concise, readable, and clean code can be a great habit to have, and just like any professional and academic writing style, has its own ‘unofficial’ rules and guidelines. Although Python and IDEs are very lenient in how code is interpreted — allowing for…Pep84 min readPep84 min read
Mar 23, 2021Jupyter Dark Mode & ThemesDark Mode, Customized Fonts, Text Size & More… — Staring at a screen for hours on end, especially at night has been the literal call-to-arms for the emergence of dark mode in websites, browsers, mobile operating systems, and web APIs. …Jupyter Notebook5 min readJupyter Notebook5 min read
Mar 9, 2021Bayesian Thinking & Esports PredictionsDo Esports Players Have a Natural Bayesian Thought Process? — E-sports has come up in the world as an alternative medium for entertainment especially in the interim post-COVID world. Where initially live-sporting events screeched to a halt and the world was left in an endless loop playing board games, Esports proved to be an immediate relief for some people looking…Esports6 min readEsports6 min read