Kaggle - NLP Guide A collection of notebooks and resources offering a hands-on explanation of NLP in Python. 🔗 Jay Alammar - The Illustrated Word2Vec A detailed reference for understanding the Word2Vec architecture. 🔗 Jake Tae - PyTorch RNN from Scratch A practical and ...
This course will help you Master Machine Learning on Python and R, make accurate predictions, build a great intuition of many machine learning models, handle specific tools like reinforcement learning, NLP and Deep Learning.Most importantly it teaches you to choose the right model for each type o...
you will need some programming experience in C/C++, Java, or Python. Equivalent personal projects such as those in Kaggle. Also, undergraduate mathematics courses cover linear algebra, calculus, and probability. Undergraduate courses in statistics or completion of the Foundations of Statistics...
you will need some programming experience in C/C++, Java, or Python. Equivalent personal projects such as those in Kaggle. Also, undergraduate mathematics courses cover linear algebra, calculus, and probability. Undergraduate courses in statistics or completion of the Foundations of Statistics...
NLPCS224n: Natural Language Processing with Deep Learning NLP and The Reformer The Illustrated Word2vecRNNIllustrated Guide to Recurrent Neural Networks: Understanding the Intuition Anyone Can Learn To Code an LSTM-RNN in Python (Part 1: RNN) Baby steps to your neural network's first memories....
Capstone Project and over a dozen fully implemented Machine Learning portfolio projects. Real world data set is provided to the students for the different machine learning algorithms. Also the students are provided with means to get more data sets to sharpen their skills via resources like Kaggle....
Compete on Kaggle with decision tree approaches Study natural language processing (NLP), including tokenization, numericalization, word embedding, and recurrent neural networks Learn tricks to improve NLP model results. Deep Learning for Coders with Fastai and PyTorch: AI Applications Without a PhD is...
Hands-on Practical and interactive exercises based on real life examples to learn building your own models Python and R code templates that you can download and use on your own projects Handle complex topics like Reinforcement Learning, NLP and Deep Learning Comprehensive Q&A Section that addresses ...
The Instacart Market Basket Analysis competition challenged Kagglers to predict which grocery products a consumer will purchase again and when. Imagine, for example, having milk ready to be added to your cart right when you run out, or knowing that it’s time to stock up again o...
Top 10 Machine Learning Projects on Github UCI Machine Learning Repository [ISLR class videos](https://www.r-bloggers.com/in-depth-introduction-to-machine-learning-in-15-hours-of-expert-videos/ Machine Learning Zero-to-Hero: Everything you need in order to compete on Kaggle for the first… ...