Mike Erb's repositories
Twitter-Sentiment-Analysis
Monitor the reception of a new mobile phone on Twitter to help a business reduce its risk of failure and improve product quality using Machine Learning Sentiment Analysis
fake-news-classification
Classify news stories as fake or truthful to help a social media platform reduce its risk of negative PR and related financial losses using Natural Language Processing (NLP) and Machine Learning
Tanzanian-Waterpoint-Analysis-and-Classifictation
Predict the operational status of waterpoints to help the Tanzanian Government provide more clean water to its population using a Machine Learning Classifier
movie-industry-eda
Recommend the best movie genre for production to help executives at a new movie studio have the best return on their investment and probability of profitability using Exploratory Data Analysis
multivariate-linear-regression----housing-prices
Predict housing prices to help a startup complete a beta version of its product using Multivariate Linear Regression
amazon-sagemaker-keras-text-classification
Productionizing a Model with Docker and SageMaker
dsc-building-a-cnn-from-scratch-onl01-dtsc-pt-012120
Building a CNN from Scratch - Lab
dsc-classification-with-word-embeddings-codealong-onl01-dtsc-pt-012120
NLP Classification With Word Embeddings - Codealong
dsc-context-free-grammars-codealong-onl01-dtsc-pt-012120
NLP Context-Free Grammars - Codealong
dsc-convolutional-neural-networks-codealong-onl01-dtsc-pt-012120
Convolutional Neural Networks - Codealong
dsc-corpus-statistics-lab-onl01-dtsc-pt-012120
NLP Corpus Statistics - Lab
dsc-deeper-neural-networks-lab-onl01-dtsc-pt-012120
Deeper Neural Networks - Lab
dsc-generating-word-embeddings-lab-onl01-dtsc-pt-012120
NLP Generating Word Embeddings - Lab
dsc-image-classification-with-mlps-lab-onl01-dtsc-pt-012120
Image Classification with MLPs - Lab
dsc-introduction-to-neural-networks-lab-onl01-dtsc-pt-012120
Introduction to Neural Networks - Lab
dsc-regular-expressions-codealong-onl01-dtsc-pt-012120
Regular Expressions - Codealong
dsc-text-classification-lab-onl01-dtsc-pt-012120
NLP Text Classification - Lab
dsc-tuning-neural-networks-from-start-to-finish-lab-v2-1-onl01-dtsc-pt-012120
Tuning and Optimizing Neural Networks - Lab
dsc-tuning-neural-networks-with-normalization-lab-v2-1-onl01-dtsc-pt-012120
Tuning Neural Networks with Normalization - Lab
dsc-tuning-neural-networks-with-regularization-lab-v2-1-onl01-dtsc-pt-012120
Tuning Neural Networks with Regularization - Lab
dsc-using-pretrained-networks-codealong-onl01-dtsc-pt-012120
Using Pretrained Networks - Codealong
dsc-visualizing-activation-functions-lab-onl01-dtsc-pt-012120
Visualizing Activation Functions - Lab
dsc-word-vectorization-lab-onl01-dtsc-pt-012120
NLP Word Vectorization - Lab
marketing-analytics-xyz
EDA and Visualization of Marketing Data