Are You Sure You Can Count?
Author(s): Ahmar Shah, PhD (Oxford) The 2×2 grid you should master to upskill your probability skills and never again confuse permutations with combinations Continue reading on Towards AI Β» Published via Towards AI …
How to Create a Powerful TF-IDF Keyword Research Tool in Python
Author(s): Billy Bonaros We are at the age of digital marketing and now the words are more important than ever. One of the most successful techniques for digital… Continue reading on Towards AI Β» Published via Towards AI …
Beginners Guide: Predict the Stock Market
Author(s): Billy Bonaros We will show you how you can create a model capable of predicting stock prices. Our way to do it is by using historical data and more… Continue reading on Towards AI Β» Published via Towards AI …
A practical example of Assistive A.I.: The Computer Vision PDFReader
Author(s): Jair Ribeiro Some weeks ago, I watched with my family the movie The Theory of Everything, which tells a little about the life of physicist Stephen… Continue reading on Towards AI Β» Published via Towards AI …
Data Scientists Must Embrace Mathematics
Author(s): Benjamin Obi Tayo Ph.D. The data scientist needs to embrace mathematics in order to build reliable models using data Continue reading on Towards AI Β» Published via Towards AI …
Pre-processing Techniques in Image Processing with Python
Author(s): Amit Chauhan Image processing techniques with OpenCV Continue reading on Towards AI Β» Published via Towards AI …
Unrolling the Digits of Pi (Ο)
Author(s): Sumudu Tennakoon Celebrating Pi Day (March 14th), the annual celebration of the mathematical constant π (pi), and International Day of Mathematics with… Continue reading on Towards AI Β» Published via Towards AI …
Rule-Based Matching for NLP using spaCy
Author(s): Billy Bonaros If you are an NLP enthusiast you know for sure the spaCy library. It’s a powerful library mostly known for word2vec functions. Today we… Continue reading on Towards AI Β» Published via Towards AI …
Speech Emotion Recognition (SER)Using CNN And LSTMs
Author(s): Sameen Emotions that are expressed through speech carry extra insights about human actions and reasonings. Continue reading on Towards AI Β» Published via Towards AI …
L1 and L2 Norms and Regularization
Author(s): Luay Matalka Learn what l1 and l2 vector norms are and how they relate to l1 and l2 regularization Continue reading on Towards AI Β» Published via Towards AI …
What is a GPU? Are GPUs Needed for Deep Learning?
Author(s): Towards AI Team Diving into a technical explanation on what is a GPU Continue reading on Towards AI Β» Published via Towards AI …
A Complete Guide to Confidence Interval, t-test, and z-test in R for Data Scientists
Author(s): Rashida Nasrin Sucky Lots of Hands-on Exercises Continue reading on Towards AI Β» Published via Towards AI …
Understanding Optimization Algorithms
Author(s): Eugenia Anello An overview of Gradient Descent, Stochastic Gradient Descent, SGD with momentum, RMSprop and Adam Continue reading on Towards AI Β» Published via Towards AI …
Custom Statistical Details of Data Frame With Python
Author(s): Amit Chauhan Statistical analysis of features in the data set Continue reading on Towards AI Β» Published via Towards AI …