PinnedAhmar Shah, PhD (Oxford)inTowards Data ScienceIntuitively Understand Maximum LikelihoodUse simple, everyday examples to understand the fundamental concept so that you can even explain it to your grandmother.·6 min read·Jul 19, 2021--3--3
PinnedAhmar Shah, PhD (Oxford)inTowards AILearn Deep Learning from MIT in 2021 for FreeFirst few serious steps towards becoming an expert in deep learning with minimal pre-requisites·5 min read·Feb 10, 2021--1--1
PinnedAhmar Shah, PhD (Oxford)inTowards Data ScienceData Science is Not Becoming Extinct in 10 Years, Your Skills Might·9 min read·May 31, 2021--7--7
PinnedAhmar Shah, PhD (Oxford)inThe StartupMy Productivity System Based on Techniques from 3 Must-Read BooksKey lessons and a practical system so that it doesn’t only make you feel good but instead inspires you to transform your productivity…·12 min read·Aug 1, 2021--4--4
PinnedAhmar Shah, PhD (Oxford)inTowards Data ScienceUnderstand Bayes Rule, Likelihood, Prior and PosteriorA case study based introduction to using Bayes rule and how it compares with a frequentist, pessimistic and optimistic approaches to…·9 min read·Dec 25, 2020--3--3
Ahmar Shah, PhD (Oxford)Effortlessly Conquering the 100,000 Steps Triumph: How I Transformed My Life and You Can Too!A Personal Journey, Shared Wisdom, and Practical Tips for Your Transformation: 7 Lessons·11 min read·Dec 30, 2023--3--3
Ahmar Shah, PhD (Oxford)inTowards Data ScienceTrack Heart and Lung Health With A Smart Watch: VO₂ Max Case StudyA personal case study with free code to plot personalized contour plots of heart rate, speed, and VO₂ Max with Fitbit to track and improve…·8 min read·Feb 24, 2023----
Ahmar Shah, PhD (Oxford)5 Life Lessons from the Shortest-Serving Prime Minister in British History2: Seek Scrutiny, Don’t Duck It.·5 min read·Oct 25, 2022----
Ahmar Shah, PhD (Oxford)inTowards Data ScienceUnderstand Vectorization for Deep LearningCompared to a “for” loop, NumPy in Python is over 10,000% faster when dealing with a billion multiplications.·6 min read·Jul 22, 2022--1--1
Ahmar Shah, PhD (Oxford)Understand the Relationship Between Probability and StatisticsStatistics is akin to reverse engineering probability to find the truth·4 min read·May 11, 2022--2--2