| Netflix | League of Legends | Binding of Isaac | News Article Scraping | Language Detection | Book Title Translation (Capstone) |
|---|
| Class Roster |
|---|
| WGUPS Routing Program |
|---|
| Los Angeles Mountains | Lake Welding Services | Life Outback | Pizza Avenue | ePortfolio |
|---|
| Guessing Game | Little Boxes | Galactic Lottery | Tic Tac Toe | The Maine |
|---|
| Twitter Site | Bootstrap Quiz | eCommerce | SQL Form | JavaScript Validation |
|---|
| Jaunty Coffee Co. | Data Analysis with DVD Rentals |
|---|
Computer Science
- Front-End Programming
- XHTML & Internet Fundamentals
- Web Programming
- Advanced JavaScript & JSP
- Web Design
- Back-End Programming
- Fundamentals of Programming (Java)
- Java Frameworks (Spring Boot)
- Scripting and Applications (C++)
- Data Structures and Algorithms (Python)
- Database Management
- Database Applications (MySQL)
- Data Analysis (PostgreSQL)
- Quality Assurance
- Software Design and Quality Assurance
- Version Control
- Operating Systems
- Linux Foundations
- Mathematics
- Calculus I
- Discrete Mathematics I
- Discrete Mathematics II
Visual Arts
- Adobe Photoshop
- Adobe InDesign
Data Scientist
- Python Fundamentals
- Data Acquisition
- SQL (SQLite)
- Aggregate Functions
- Multiple Tables
- Windows Functions
- Date & Time
- Web Scraping
- BeautifulSoup
- Data Manipulation
- Lambda Functions
- NumPy
- Pandas
- Data Tidying
- Regular Expressions (Regex)
- Exploratory Data Analysis
- Summary Statistics
- Variable Types
- Quartiles, Quantiles, & Interquartile Range
- Data Transformation
- Assocation Between Variables
- Hypothesis Testing
- One Sample T-Tests
- Binomial Tests
- Associations
- Two Sample T-Tests
- ANOVA & Tukey Tests
- Chi-Square Tests
- A/B Testing
- Data Visualization
- Matplotlib
- Seaborn
- Build Chatbots with Python
- Natural Language Processing
- Text Preprocessing
- Tokenization
- Lemmatization
- Bag-of-Words
- Term Frequency-Inverse Document Frequency
- Word Embeddings
- Word2Vec
- Gensim
- Machine Learning
- Supervised Learning
- Distances (Euclidean, Manhattan, Hamming)
- Linear Regression
- Training Set vs. Test Set vs. Validation Set (train_test_split)
- K-Nearest Neighbor Classifier & Regressor
- Min-Max Normalization
- Z-Score Normalization
- Accuracy, Recall, Precision, F1 Score
- Logistic Regression
- Confusion Matrix
- Bayes' Theorem
- Conditional Probability
- Naive Bayes Classifier
- Support Vector Machines
- Decision Trees
- Weighted Information Gain
- Random Forests
- Unsupervised Learning
- K-Means Clustering
- K-Means++
- Deep Learning
- Scalars, Vectors, & Matrices
- Tensors
- Matrix Addition & Multiplication
- Scalar Multiplication
- Transpose
- Neural Network Basics
- C++
Full Stack Engineer
- Creating Dev Environments
- Bash
- Web Development Fundamentals
- HTML
- CSS
- JavaScript Syntax
- Errors and Debugging
- PHP
- Form Handling
- Form Validation
- Regular Expressions (Regex)