
DeepLearning.AI
Skills you'll gain: Convolutional Neural Networks, Recurrent Neural Networks (RNNs), Computer Vision, Deep Learning, Natural Language Processing, Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Transfer Learning, Keras (Neural Network Library), Artificial Neural Networks, Image Analysis, Applied Machine Learning, Large Language Modeling, Supervised Learning, PyTorch (Machine Learning Library), Hugging Face, Artificial Intelligence, Model Evaluation, Embeddings, Machine Learning
Build toward a degree
Intermediate · Specialization · 3 - 6 Months

Skills you'll gain: Open Web Application Security Project (OWASP), OpenShift, Linux Commands, Bash (Scripting Language), Serverless Computing, Software Development Life Cycle, Software Architecture, NoSQL, MongoDB, GitHub, Object-Relational Mapping, Git (Version Control System), Shell Script, Software Design, Containerization, Jupyter, Grafana, Flask (Web Framework), Microservices, Python Programming
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Data Storytelling, Model Evaluation, Data Modeling, SQL, Model Deployment, Data Mining, Jupyter, Databases, Data Cleansing, Business Research, Data Preprocessing, Data Science, Relational Databases, Business Analysis, Data Analysis, IBM Cloud, Data Visualization Software, R (Software), Big Data, Python Programming
Build toward a degree
Beginner · Specialization · 3 - 6 Months

IBM
Skills you'll gain: Prompt Engineering, Prompt Patterns, Retrieval-Augmented Generation, Software Development Life Cycle, Large Language Modeling, LLM Application, Software Architecture, Professional Networking, Responsible AI, Computer Vision, Vibe coding, Cascading Style Sheets (CSS), Software Design, Generative AI, Jupyter, IBM Cloud, Flask (Web Framework), Python Programming, Machine Learning, Data Science
Build toward a degree
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Prompt Engineering, AI Product Strategy, Generative AI, New Product Development, Prompt Patterns, Product Management, Product Lifecycle Management, Generative Model Architectures, Product Development, Innovation, Product Roadmaps, Usability Testing, Product Planning, Commercialization, Artificial Intelligence, Responsible AI, Product Strategy, Project Management Life Cycle, OpenAI, ChatGPT
Beginner · Professional Certificate · 3 - 6 Months

Skills you'll gain: Dashboard, Web Scraping, SQL, Descriptive Statistics, Data Visualization, Pandas (Python Package), Data Presentation, Statistical Analysis, Jupyter, Data Analysis, Statistical Hypothesis Testing, Statistics, Statistical Methods, Databases, Data Science, Relational Databases, Programming Principles, IBM Cloud, Python Programming, Data Visualization Software
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Database Design, SQL, Extract, Transform, Load, IBM DB2, Data Store, Relational Databases, Jupyter, Data Architecture, Database Management Systems, Big Data, Web Scraping, Databases, MySQL, Data Integration, Data Infrastructure, Data Storage, Data Transformation, Pandas (Python Package), Programming Principles, Python Programming
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Dashboard, Data Visualization Software, Data Wrangling, Data Visualization, Web Scraping, Exploratory Data Analysis, Matplotlib, Pandas (Python Package), Model Evaluation, Plotly, Data Analysis, Predictive Modeling, Data Presentation, Jupyter, Data Pipelines, Data Science, Interactive Data Visualization, Programming Principles, Python Programming, Machine Learning
Build toward a degree
Beginner · Specialization · 3 - 6 Months

Google Cloud
Skills you'll gain: Disaster Recovery, Google Cloud Platform, Load Balancing, Cloud Infrastructure, Google App Engine, Business Continuity, Kubernetes, Identity and Access Management, Cloud Computing Architecture, Managed Services, Infrastructure As A Service (IaaS), Virtual Networking, Data Storage, Site Reliability Engineering, Cloud-Native Computing, Cloud Computing, Cloud Applications, Big Data, Containerization, Cloud Services
Intermediate · Specialization · 3 - 6 Months

Multiple educators
Skills you'll gain: Unsupervised Learning, Supervised Learning, Transfer Learning, Machine Learning, Jupyter, Applied Machine Learning, Data Ethics, Decision Tree Learning, Model Evaluation, Tensorflow, Scikit Learn (Machine Learning Library), NumPy, Predictive Modeling, Deep Learning, Artificial Intelligence, Classification Algorithms, Reinforcement Learning, Random Forest Algorithm, Feature Engineering, Data Preprocessing
Beginner · Specialization · 1 - 3 Months

Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, IBM Cloud, Responsible AI, ChatGPT, No-Code Development, Machine Learning Software, WordPress, Deep Learning, Machine Learning, AI Workflows, LLM Application, Workflow Management, Artificial Intelligence, Generative AI Agents, Application Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Data Science
Beginner · Specialization · 3 - 6 Months

Skills you'll gain: Kubernetes, Google Cloud Platform, Load Balancing, Cloud Infrastructure, Google App Engine, Containerization, Identity and Access Management, Cloud Computing Architecture, Application Deployment, Managed Services, Infrastructure As A Service (IaaS), Virtual Networking, Cloud Deployment, Data Storage, Cloud-Native Computing, Cloud Applications, Big Data, Cloud Services, Cloud Computing, Cloud Solutions
Intermediate · Professional Certificate · 3 - 6 Months