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 » 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 » 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 » 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 » 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 » 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 » 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 » Published via Towards AI …
Natural Language Clustering — Part 1
Author(s): Francesco Fumagalli Natural Language Processing Natural Language Clustering — Part 1 Help chatbots deal with FAQs, with Python code for Tokenization, GloVe, and TF-IDF Classifying things comes quite natural to us: our books, movies and music all have genres; the things we study are split …
I Used Data Analytics to Play the Free Lottery (and Won)
Author(s): John Bica A data-focused strategy to choosing numbers in the Yotta lottery Continue reading on Towards AI » Published via Towards AI …
Docker + Flask | Dockerizing a Python API
Author(s): Billy Bonaros Docker containers are one of the hottest trends in software development right now. Not only it makes it easier to create, deploy and run… Continue reading on Towards AI » Published via Towards AI …
Imbalanced Data and How to Balance It
Author(s): Vaishnavi Patil Machine Learning Image by Roman Kraft on Unsplash In recent times dealing with data has become a tedious job, considering the fact that most of the time is spent on cleaning and preprocessing the data. Often the data in the …
The 5 most anticipated Sci-Fi AI use cases we’re all waiting to see in real life!
Author(s): Younes Khadraoui If you are not living in a cave, which is in a cave itself, then you probably heard that AI is the new trending technoglogy. It is… Continue reading on Towards AI » Published via Towards AI …
Capital Assets Pricing Model (CAPM) — Using Python
Author(s): Jayashree domala Data Visualization, Programming Capital Assets Pricing Model (CAPM) — Using Python A guide to knowing about CAPM and implementing it in Python. Photo by Maxim Hopman (Unsplash) What is CAPM? The capital asset pricing model (CAPM) is very widely used and is considered to …
10 Resources for Data Science Self-Study
Author(s): Benjamin Obi Tayo Ph.D. An enormous amount of free learning resources in data science are available to anyone Continue reading on Towards AI » Published via Towards AI …
Choosing a machine type on Google AI Platform for training object detection models
Author(s): Nour Islam Mokhtari When my students started complaining about not being able to train their deep learning models on Google AI Platform, I thought they… Continue reading on Towards AI » Published via Towards AI …
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