Data Engineer

• Data Modeling with Postgres and Cassandra
• Cloud Data Warehouses with AWS Redshift
• Bild a Data Lakes with Spark
• Data Pipelines with Airflow
• Capstone Project

Deep Learning

• Predicting Bike Sharing Pattens using Neural Network
• Dog Breed Classifier using CNN

Intro to Machine Learning

• Create Customer Segments using PCA & Clustering

Natural Language Processing

• Spam Classifier using Naive Bayes
• Part of Speech Tagging using HMM
• Topic Modeling using TFIDF
• Sentiment Analysis using Naive Bayes, Gradient Boosting Classifer, ANN & RNN
• Deciphering Code using RNN
• Machine Translation using RNN
• Speech Recognizer using CNN & RNN

Machine Learning Engineer

• Build a Python Package

Predictive Analytics

• Predicting Diamond Prices
• Predicting Catalog Demand
• Creating An Analytical Dataset
• Predicting Default Risk
• A/B Testing A New Menu Launch
• Predicting Video Game Sales
• Segmenting & Forecasting Store Sales

Marketing Analytics

• Interpret a Data Visualization
• Analyze Survey Data
• Storytelling with Data
• Data Visualization
• Google Analytics
• Crafting an Analytic Brief
• Crafting a Campaign Report

Business Analytics

• Interpret a Data Visualization
• Analyze NYSE Data
• Query a Digital Music Store Database
• Build Data Dashboards

Data Analyst

• Investigate a Dataset
• Analyze A/B Test Results
• Wrangle and Analyze Data
• Communicate Data Findings

Full Stack Web Developer

• Todo App
• Design a Venue Booking Database
• Trivia API
• Coffee Shop Full Stack
• Deploy A Flask App to Kubernetes using EKS
• Captone Casting Agency

Front End Web Developer

• Styled Blog Website
• Dynamic Landing Page for Marketing Content
• Weather Journal
• Article Analysis Website
• Travel App