Udacity Nanodegrees
Intro to Self driving Car
Autonomous Systems, Practitioner, 4 mos, Computer Vision, Machine Learning, Vehicle Motion, Control
Robotic Software Engineer
Autonomous Systems, Specialist, 4 mos, C++, ROS, Localization, Mapping, SLAM, Navigation, Path Planning, Robot Operating System, Robotics
AI Prod Manager
Business School, Foundational, 2 mos, AI Products, Training ML Models, Annotating Datasets, Prototyping a Product
Marketing Analytics
Business School, Foundational, 3 mos, Google Analytics, Excel & Spreadsheets, Data Visualization, Customer Segmentation
UX Designer
Business School, Foundational, 3 mos, User Research, User Experience, Prototyping, Interactive Design, User Interface Design, Usability Testing
Product Manager
Business School, Foundational, 4 mos, Product Strategy, Product Design, Product Development, Design Sprint, Product Launch
Predictive Analytics for Business
Business School, Practitioner, 3 mos, Data Wrangling, Classification, A/B Testing, Forecasting, Segmentation
Cloud DevOps Engineer
School of Cloud, Practitioner, 4 mos, School of Cloud, Specialist, AWS, Configuration Management with Ansible, Continuous Integration / Continuous Deployment, Microservices with Kubernetes, CloudFormation
DevOps Engineer for Microsoft Azure
School of Cloud, Practitioner, Infrastructure as Code, Configuration Management, Agile Planning, Continuous Integration, Continuous Delivery, Test Automation, Monitoring
AWS Cloud Architect
School of Cloud, Specialist, 3 mos, Plan, design, and build secure, high availability cloud infrastructure. Cloud Infrastructure, Cloud Security, AWS, CloudFormation, High Availability Infrastructure, Serverless Computing
SQL
School of Data, Foundational, 2 mos, Master SQL, the core language for Big Data analysis, and enable insight-driven decision-making and strategy for your business. SQL, PostgreSQL, JOINs, Subqueries, Window Functions, Partitions, Data Cleaning, DDL, DML, Relational and Non-Relational Databases.
Business Analytics
School of Data, Foundational, 3 mos, Collect and analyze data, model business scenarios, and communicate your findings with SQL, Excel, and Tableau.
Programming for Data Science with Python
School of Data, Foundational, 3 mos, Learn the fundamental programming tools for data professionals: Python, Numpy and Pandas, SQL, the Terminal and Git.
Programming for Data Science with R
School of Data, Foundational, 3 mos, Prepare for a data science career by learning the fundamental data programming tools: R, SQL, command line, and git.
Data Visualization
School of Data, Foundational, 4 mos, Data Visualization, Tableau, Dashboards, Data Storytelling
Predictive Analytics for Business
School of Data, Practitioner, 3 mos, Determine patterns from data to predict future outcomes and trends. Data Wrangling, Classification, A/B Testing, Forecasting, Segmentation
Data Analyst
School of Data, Practitioner, 4 mos, Use Python, SQL, and statistics to uncover insights, communicate critical findings, and create data-driven solutions. Data Wrangling, Matplotlib, Bootstrapping, Pandas & NumPy, Statistics
Data Engineering
School of Data, Practitioner, 5 mos, Data Modeling, Data Pipelines, Data Lakes, Spark, Airflow
Data Streaming
School of Data, Specialist, 2 mos, Unlock key insights in real time, Data Streaming, Spark, Kafka, Kafka Streaming, Spark Streaming
Data Scientist
School of Data, Specialist, 4 mos, Build effective machine learning models, run data pipelines, build recommendation systems, and deploy solutions to the cloud with industry-aligned projects. Machine Learning, Deep Learning, Software Engineering
Intro to Programming
School of Programming, Foundational, 4 mos, HTML, CSS, Python
Intro to Cybersecurity
School of Programming, Foundational, 4 mos, Threat Assessment, Security Vulnerabilities, Compliance, Governance, Risk, Incident Response
Intermediate JavaScript
School of Programming, Practitioner, 3 mos, Web development, server-side application development, and desktop development. Functional Programming, DOM, Data Structures, Asynchronous Programming, Synchronous Programming
Android Developer
School of Programming, Practitioner, 4 mos, Android Development, Kotlin, Android Studio, Gradle, RESTful interfaces, Web APIs, App Architecture, Databases, Custom Views, Notifications, Location Services
Java Web Developer
School of Programming, Practitioner, 4 mos, Back-end programming in Java, Spring Boot, Rest API, MySQL, MongoDB
C++
School of Programming, Practitioner, 4 mos, Data Structures & Algorithms, Memory Management, Concurrency, Object Oriented Programming, C++
Data Structures and Algorithms
School of Programming, Practitioner, 4 mos, Data Structures and Algorithms, Problem Solving, Interview Practice Problems, Python
Blockchain Developer
School of Programming, Practitioner, 4 mos, Ethereum Blockchain, Blockchain Architecture, Data Auditing
Front End Developer
School of Programming, Practitioner, 4 mos, Learn how to build high quality websites and dynamic applications to create stunning user experiences for the web. JavaScript, HTML, CSS, Webpack, Flexbox, Node, Object-Oriented Programming
Full Stack Developer
School of Programming, Practitioner, 4 mos, Learn to design and develop powerful modern web applications that form the foundation for the apps, websites, and systems that people and businesses use every day. Python, JavaScript, PostgreSQL, Flask, Docker, Kubernetes
iOS Developer
School of Programming, Practitioner, Master the Swift programming language, and create a portfolio of iOS apps for iPhone and iPad to showcase your skills! Swift programming, Core Data, UIKit, iOS networking, app publishing, User interfaces, Local Persistence, APIs
Data Science for Business Leaders
Executive Program, 1-2 mos, Business Strategy, Data Science, Data Architecture, Machine Learning, Human Capital
AI for Biz Leaders
Executive Program, 1-2 mos, Master the foundations of artificial intelligence so you can strategically implement machine learning technology in your organization, and leverage it for corporate growth. Artificial Intelligence, Machine Learning, Business Strategy, Data Labeling, Data Modeling
AI Product Manager
School of AI, Foundational, 2 mos, AI Products, Training ML Models, Annotating Datasets, Prototyping a Product
AI Programming w/ Python
School of AI, Foundational, 3 mos, Python, NumPy, Pandas, Matplotlib, PyTorch
Intro to Machine Learning w/ pyTorch
School of AI, Practitioner, 3 mos, Introduction to Machine Learning, Supervised Learning, Deep Learning, Unsupervised Learning
Intro to Machine Learning w/ Tensorflow
School of AI, Practitioner, 3 mos, TensorFlow, Deep Learning, scikit-learn, Supervised Learning, Unsupervised Learning
Deep Learning
School of AI, Practitioner, 4 mos, Deep Learning, Neural Networks, Jupyter Notebooks, CNNs, GANs
Computer Vision
School of AI, Specialist, 3 mos, Convolutional Neural Networks (CNN), Recurrent Neural Networks (RNN), Simultaneous Localization and Mapping (SLAM), Object Tracking
Intel AI at Edge
School of AI, Specialist, 3 mos, Edge AI, Computer Vision, Deep Learning, Edge Computing, AI Modeling, Deep Neural Networks (DNN), Convolutional Neural Networks (CNN), IoT, Intel®
Natural Language Processing
School of AI, Specialist, 3 mos, Machine Learning, Speech Recognition, Sentiment Analysis, Machine Translation, Part of Speech Tagging
ML Engineer
School of AI, Specialist, 3 mos, Machine Learning, Supervised Learning, Unsupervised Learning, Deep Learning
Deep Reinforcement learning
School of AI, Specialist, 4 mos, Reinforcement Learning, Neural Networks, PyTorch, Deep Q-Networks (DQN), Deep Deterministic Policy Gradients (DDPG)
Cloud Developer
School of Cloud, Practitioner, 4 mos, Build and deploy production-ready full stack apps at scale on AWS
Developer for Microsoft Azure
School of Cloud, Practitioner, 4 mos, Prepares students with critical cloud computing skills in how to deploy, build, migrate, and monitor applications on Azure. Virtual Machines, App Services, Microservices, Serverless Functions, Cloud Migration.