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.