Python 3 Programming Specialization view →
- Python Classes and Inheritance.
- Python Project: pillow, tesseract, and opencv.
- Python Functions, Files, and Dictionaries.
- Python Basics.
- Data Collection and Processing with Python.
Parallel, Concurrent, and Distributed Programming in Java Specialization view →
- Parallel Programming in Java.
- Concurrent Programming in Java.
- Distributed Programming in Java.
IT Fundamentals for Cybersecurity Specialization view →
- Introduction to Cybersecurity Tools & Cyber Attacks.
- Cybersecurity Roles, Processes & Operating System Security.
- Cybersecurity Compliance Framework & System Administration.
- Network Security & Database Vulnerabilities.
Data Science Specialization view →
- Regression Models.
- Getting and Cleaning Data.
- Exploratory Data Analysis.
- Reproducible Research.
- Practical Machine Learning.
- Data Science Capstone.
- Developing Data Products.
- The Data Scientist’s Toolbox.
- Statistical Inference.
- R Programming.
Deep Learning Specialization view →
- Neural Networks and Deep Learning.
- Improving Deep Neural Networks: Hyperparameter Tuning Regularization and Optimization.
- Sequence Models.
- Structuring Machine Learning Projects.
- Convolutional Neural Networks.
Mathematics for Machine Learning Specialization view →
- Mathematics for Machine Learning: Linear Algebra.
- Mathematics for Machine Learning: Multivariate Calculus.
- Mathematics for Machine Learning: PCA.
Machine Learning Specialization view →
- Machine Learning Foundations: A Case Study Approach.
- Machine Learning: Regression.
- Machine Learning: Classification.
- Machine Learning: Clustering & Retrieval.
Web Design for Everybody: Basics of Web Development & Coding Specialization view →
- Introduction to CSS3
- Advanced Styling with Responsive Design
- Interactivity with JavaScript
- Introduction to HTML5
- Web Design for Everybody Capstone.
Full-Stack Web Development with React Specialization view →
- Front-End Web UI Frameworks and Tools: Bootstrap 4
- Front-End Web Development with React
- Server-side Development with NodeJS, Express and MongoDB.
Full Stack Web Development with Angular Specialization view →
- Server-side Development with NodeJS Express and MongoDB.
UI / UX Design Specialization view →
- Visual Elements of User Interface Design
- UX Design Fundamentals
- Web Design: Strategy and Information Architecture
- Web Design: Wireframes to Prototypes.
SAS Visual Business Analytics Specialization view →
- Data Analysis and Reporting in SAS Visual Analytics
- Using Data for Geographic Mapping and Forecasting in SAS Visual Analytics
- Creating Advanced Reports with SAS Visual Analytic
- Getting Started with SAS Visual Analytics
- Performing Network, Path, and Text Analyses in SAS Visual Analytics.
Unity Certified 3D Artist Specialization view →
- Lighting, Reflection, and Post Processing Effects
- Asset Creation and Management
- Integrating Scripts for Scene Interactions
- Character Setup and Animation
- Creating Cutscenes in Unity.
Self-Driving Cars Specialization view →
- Introduction to Self-Driving Cars
- State Estimation and Localization for Self-Driving Cars
- Visual Perception for Self-Driving Cars
- Motion Planning for Self-Driving Cars.