Learn practical technical skills in less than a month! These courses cover a wide range of topics, including Data Science, AI, Programming, and Cybersecurity, catering to learners at different levels, from beginners to advanced practitioners.
Short Online Courses
Choose from a diverse range of cutting-edge topics, meticulously curated by industry experts and thought leaders. Whether you're looking to upskill, explore a new field, or enhance your existing knowledge, Udacity Courses provide an efficient and effective way for you to achieve your learning goals.
For a limited time only, these courses are available for half-off.
courseJavaScript Basics
Learn the basics of JavaScript, including primary data types, conditionals and loops, and more.
Skills Covered
Basic JavaScript scripts, JavaScript Functions
Prerequisites
None
beginner1 Month
courseSpark and Data Lakes
Learn about the big data ecosystem and the power of Apache Spark for data wrangling and transformation.
Skills Covered
Spark, AWS Glue, AWS Athena, ELT, Data Wrangling, Data Transformation, AWS Data Lakes, AWS S3, Data Lakehouse Architecture, Data Lake Design Patterns, Data Ingestion, Data Loading, Data Formats, Functional Programming, AWS Storage Services, Big Data Fluency, Distributed Data Storage, AWS EMR
Prerequisites
Intermediate Python, Intermediate SQL, AWS basics & Data modeling basics
intermediate1 Month
courseBuilding Generative Adversarial Networks
Learn how to build and train different generative adversarial network architectures to generate new images.
Skills Covered
Generative Adversarial Networks, Deep Learning Techniques, Deep Learning Model Optimization, CycleGAN, Hyperparameter Tuning, Model Evaluation, Image Generation, Markov Games
Prerequisites
Basic Calculus, Basic Probability, Fully Convolutional Neural Networks, Jupyter Notebooks, Linear Algebra, Python Proficiency, PyTorch, Variational Autoencoders
advanced1 Month
courseSystem Security
Find out how to build logging, monitoring, and auditing tools that can alert system security breaches.
Skills Covered
Cybersecurity Implementation, Identity and Access Management, Network Security, Ethical Hacking, Data Security, Cybersecurity Resources, Standards, and Frameworks, Cybersecurity Monitoring, Cybersecurity Policy and Strategy, Cybersecurity Tools
Prerequisites
Linux, Python, Command Line and familiarity with Cybersecurity topics
advanced1 Month
courseIntroduction to Deep Learning
Dive deep into the fundamental theoretical and practical topics related to deep learning.
Skills Covered
Neural Networks, Training Neural Networks, Perceptron, Overfitting Prevention, Advanced Probability, Gradient Descent
Prerequisites
Intermediate Python
intermediate1 Month
courseData Governance
Learn how to design a data governance solution that meets an enterprise’s needs.
Skills Covered
Data Governance, Data Analysis, Data Modeling, Data Engineering
Prerequisites
Basics of SQL, ETL & Relational Databases
advanced1 Month
courseBuilding a Reproducible Model Workflow
Learn to be more productive through ML projects that require reproducible workflow best practices.
Skills Covered
Machine Learning Pipelines, MLOps, Machine Learning Methods, Machine Learning Frameworks, Computer Science and Programming, Software Development Processes, AI and Machine Learning Tools, Data Engineering, Data Analysis, Python
Prerequisites
Intermediate Python, Jupyter Notebooks
advanced1 Month
courseServer Deployment and Containerization
Develop an understanding of containerized environments while working with Docker.
Skills Covered
Cloud Software and Services, Amazon Web Services, DevOps, Containerization
Prerequisites
Basics of Identity and Access Management, Object-Relational Mapping, Relational Databases & REST APIs
intermediate1 Month
courseObject Tracking and Localization
Learn how to locate an object in a moving system and track it over time.
Skills Covered
SLAM, Object Localization, Object Tracking, Feature Matching
Prerequisites
Basic Arithmetic, Basic Probability, Object-Oriented Python
advanced1 MonthIn collaboration with:
NVIDIA Deep Learning Institute, Affectiva
In collaboration with:
NVIDIA Deep Learning Institute, Affectiva
courseIntro to Web Development
Learn to create basic web pages using HTML and add style to the pages with CSS.
Skills Covered
Front-End and Web Development, Software Monitoring and Troubleshooting
Prerequisites
None
beginner1 Month
courseAdvanced Computer Vision and Deep Learning
Apply deep learning architectures to computer vision tasks.
Skills Covered
Recurrent Neural Networks, Attention Mechanisms, Neural Network Memory, Long-Short Term Memory Networks, Convolutional Neural Networks, Image Caption generation, YOLO Algorithm, Model Training
Prerequisites
Intermediate Python, Neural Network and Object-Oriented Programming Basics
advanced1 MonthIn collaboration with:
Affectiva, NVIDIA Deep Learning Institute
In collaboration with:
Affectiva, NVIDIA Deep Learning Institute
courseCloud Data Warehouses
Build warehousing skills, gain an understanding of data infrastructure, and build on the cloud using AWS.
Skills Covered
Data Extraction, ETL, OLAP Cubes, Data Warehouse Architecture, Database Fundamentals, Table Partitioning, Table Design, Redshift, Amazon S3, AWS Storage Services, AWS Data Warehouse, Cloud Computing Fluency, Infrastructure as Code, Online Transaction Processing"
Prerequisites
Basics of Python, SQL, AWS and Relational database
intermediate1 Month
courseCommunicating with Natural Language
Learn voice user interface techniques that turn speech into text and vice versa.
Skills Covered
Alexa Skill Creation, Voice User Interfaces, Alexa Skill Deployment, Feature Extraction, Speech Recognition
Prerequisites
Intermediate Python, Neural Network Basics, Deep Learning Framework Proficiency
advanced1 MonthIn collaboration with:
Amazon Alexa, IBM Watson
In collaboration with:
Amazon Alexa, IBM Watson
courseSocial Media Marketing
Learn more about how to effectively leverage major social media platforms for marketing purposes.
Skills Covered
Social media advertising, Social media marketing platforms, Social media content, Social media community management, Leveraging social media influencers, Facebook Ads, Digital marketing campaign evaluation, Target personas, Content calendars, Social media marketing metrics
Prerequisites
Experience with marketing and business
beginner1 Month