Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.

Skills you'll gain: Responsible AI, Google Cloud Platform, Agentic Workflows, Data Quality, Generative AI, Generative AI Agents, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Cloud Solutions, Artificial Intelligence, Applied Machine Learning, Machine Learning Methods, Data Governance, Cloud Infrastructure, Technology Strategies, Cost Benefit Analysis
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Feature Engineering, AI Product Strategy, Generative AI Agents, LangGraph, BeeAI, Machine Learning Methods, Machine Learning Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Data Preprocessing, Supervised Learning, ChatGPT, Agentic Workflows, Applied Machine Learning, Product Management, Artificial Intelligence, OpenAI, Python Programming, Model Evaluation, Agentic systems
Intermediate · Course · 1 - 3 Months

Skills you'll gain: Data Preprocessing, Applied Machine Learning, Feature Engineering, Model Training, Machine Learning Methods, Digital Signal Processing, Model Deployment, Data Transformation, Data Pipelines, Data Manipulation, Data Processing, Data Wrangling
Intermediate · Course · 1 - 4 Weeks

John Wiley & Sons
Skills you'll gain: Environmental Monitoring, Responsible AI, Social Impact, Applied Machine Learning, Spatial Data Analysis, Data Ethics, Geospatial Information and Technology, Machine Learning, Sustainable Development, Artificial Intelligence, AI literacy, Model Training, Natural Language Processing, Spatial Analysis, Medical Imaging, Health Technology, Deep Learning, Generative AI, Data-Driven Decision-Making, Healthcare Industry Knowledge
Beginner · Course · 3 - 6 Months

Skills you'll gain: Vector Databases, Technical Communication, Technical Writing, Retrieval-Augmented Generation, Applied Machine Learning, Artificial Intelligence
Intermediate · Course · 1 - 4 Weeks

Skills you'll gain: Model Evaluation, Customer Analysis, Model Training, Logistic Regression, Predictive Modeling, Exploratory Data Analysis, Predictive Analytics, E-Commerce, Big Data, Data Access, Applied Machine Learning, Data Analysis, Classification Algorithms
Intermediate · Project · Less Than 2 Hours

O.P. Jindal Global University
Skills you'll gain: Machine Learning Methods, Network Model, Operations Research, Mathematical Modeling, Microsoft Excel, Business Analytics, Applied Machine Learning, Classification Algorithms, Analytics, Analytical Skills, Data-Driven Decision-Making, Predictive Modeling, Spreadsheet Software, Team Building, Model Evaluation, Model Optimization, Case Studies
Build toward a degree
Beginner · Course · 3 - 6 Months

Skills you'll gain: Multimodal Prompts, Vision Transformer (ViT), Generative Model Architectures, Model Optimization, MLOps (Machine Learning Operations), Generative AI, AI Integrations, Large Language Modeling, Model Deployment, Tensorflow, PyTorch (Machine Learning Library), Embeddings, Retrieval-Augmented Generation, Image Analysis, Deep Learning, Applied Machine Learning, Computer Vision, Natural Language Processing, Machine Learning
Intermediate · Course · 1 - 4 Weeks

Google Cloud
Skills you'll gain: Responsible AI, Agentic Workflows, AI Enablement, Google Cloud Platform, Generative AI, Generative AI Agents, Business Transformation, Digital Transformation, Applied Machine Learning, Data Quality, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Orchestration, Artificial Intelligence, Data Ethics, Cloud Solutions, Cloud Infrastructure, Machine Learning, Data Governance
Beginner · Course · 1 - 4 Weeks

Skills you'll gain: Google Cloud Platform, Model Deployment, Tensorflow, Kubernetes, Scalability, Cloud Deployment, Image Analysis, Applied Machine Learning, Model Training, Cloud Computing, MLOps (Machine Learning Operations), Cloud Management, Cloud Storage, Data Management
Intermediate · Project · Less Than 2 Hours

Skills you'll gain: AWS SageMaker, Model Deployment, Internet Of Things, Cloud Deployment, Cloud-Based Integration, Amazon Web Services, Microsoft Azure, Machine Learning Software, Applied Machine Learning, Advanced Analytics, Predictive Analytics, Data Pipelines, Dataflow, Anomaly Detection, Cloud Technologies, Cloud Infrastructure, Analytics, Data Flow Diagrams (DFDs), Cloud Security, Python Programming
Intermediate · Course · 1 - 3 Months

Skills you'll gain: MongoDB, Dataflow, Applied Machine Learning, Google Cloud Platform, Data Pipelines, Cloud-Based Integration, Data Integration, Data Migration, Data Analysis
Intermediate · Project · Less Than 2 Hours