Applied Machine Learning Courses
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.
Popular Applied Machine Learning Courses and Certifications
Birla Institute of Technology & Science, Pilani
Skills you'll gain: Computational Logic, Logical Reasoning, Deductive Reasoning, Theoretical Computer Science, Analytical Skills, Programming Principles, Data Analysis, Computer Programming, Algorithms, Verification And Validation, Process Modeling, Software Development, Machine Learning
University of California San Diego
Skills you'll gain: Software Design, Systems Design, Software Design Documents, Software Documentation, System Design and Implementation, Internet Of Things, Technical Documentation, Technical Communication, Technical Writing, Mobile Development, Test Case, Development Testing, System Testing, Software Development, Embedded Software, Communication Systems, Embedded Systems, Systems Integration, Prototyping, System Implementation
University of California, Irvine
Skills you'll gain: Extract, Transform, Load, Data Warehousing, Data Mining, Business Intelligence, Star Schema, Snowflake Schema, Data Modeling, Data Architecture, Unsupervised Learning, Data-Driven Decision-Making, Databases, Predictive Modeling, Cloud Computing, Market Analysis, Data Transformation, Classification Algorithms
Skills you'll gain: AI Personalization, AI powered creativity, Personalized Campaigns, Photo/Video Production and Technology, Video Production, Media Production, Video Editing, Generative AI, Content Creation, Artificial Intelligence, Animations, TikTok, Scripting
Skills you'll gain: Budget Management, Variance Analysis, Budgeting, Cost Control, Cash Management, Operating Budget, Cash Flow Forecasting, Fiscal Management, Cash Flows, Cost Management, Production Planning, Operating Cost, Cost Accounting, Financial Planning
Skills you'll gain: Azure DevOps Pipelines, Kubernetes, Azure DevOps, Node.JS, CI/CD, DevOps, Microsoft Development Tools, Microsoft Azure, Devops Tools, Cloud-Native Computing, Test Planning, Continuous Integration, Continuous Delivery, Application Lifecycle Management, Microservices, Containerization, Software Testing, Debugging, Cloud Development, Software Development Tools
Northeastern University
Skills you'll gain: Systems Thinking, Software Visualization, Object Oriented Design, Software Engineering, Object Oriented Programming (OOP), Project Risk Management, Application Design, Web Applications, Software Development Life Cycle, Risk Management, Case Studies, Web Development, Software Development Methodologies, Application Development, Program Development, Python Programming, Application Frameworks, Software Design, Programming Principles, Computer Programming
Skills you'll gain: Apache Spark, PySpark, Databricks, Data Processing, Big Data, Apache, Real Time Data, Model Training, Python Programming, Model Evaluation, Data Manipulation, Machine Learning, SQL, Data Transformation, Performance Tuning, Distributed Computing
Indian Institute of Technology Guwahati
Skills you'll gain: User Research, UI/UX Research, Design Research, User Experience, User Interface and User Experience (UI/UX) Design, Competitive Analysis, User Interface (UI), User Experience Design, Information Architecture, Interaction Design, User Flows, Interactive Design, Persona (User Experience), Qualitative Research, Usability, User Centered Design, User Interface (UI) Design, Experience Design, Wireframing, Human Computer Interaction
Skills you'll gain: Responsible AI, Digital Transformation, Patient Education and Support, Microsoft Azure, Collaborative Software, Health Technology, Patient Communication, Generative AI, Microsoft Teams, Data Ethics, Health Informatics, Healthcare Ethics, Medical Privacy, Care Coordination, Cloud Computing Architecture, Cloud Computing, Cloud Security, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Cloud Infrastructure, Patient-centered Care
Skills you'll gain: Build Tools, Cloud Deployment, Amazon Web Services, Software Architecture, Configuration Management, Java
Skills you'll gain: OS Process Management, Operating Systems, System Programming, Performance Tuning, System Software, Data Structures, Event-Driven Programming, Data Access
In summary, here are 10 of our most popular applied machine learning courses
- Logic for Computer Science:Â Birla Institute of Technology & Science, Pilani
- Internet of Things Capstone V2: Build a Mobile Surveillance System:Â University of California San Diego
- Data Warehousing and Business Intelligence:Â University of California, Irvine
- Create (Artificial Intelligence) AI VIDEOS WITH ZERO FILMING:Â Alex Genadinik
- Budgetary Control and Financial Planning:Â EDUCBA
- Deploying Microservices to Kubernetes using Azure DevOps:Â Whizlabs
- Information Systems Foundations:Â Northeastern University
- Databricks Associate Developer: Apache Spark with Python:Â Packt
- Foundations and Advanced Practices in UX Design:Â Indian Institute of Technology Guwahati
- Azure AI and Healthcare Cloud Fundamentals:Â Microsoft
