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
University of California San Diego
Skills you'll gain: Logical Reasoning, Computational Logic, Deductive Reasoning, Computational Thinking, Theoretical Computer Science, Combinatorics, Algorithms, Python Programming, Computer Science, Program Development
Coursera
Skills you'll gain: Data Pipelines, Apache Airflow, Data Integration, Cloud Deployment, Extract, Transform, Load, Cloud Computing, Data Processing, Data Cleansing, Data Warehousing, Maintainability
Skills you'll gain: PyTorch (Machine Learning Library), Model Evaluation, Deep Learning, Machine Learning, Artificial Neural Networks, Artificial Intelligence, Python Programming, Data Preprocessing, Regression Analysis, Software Installation, System Configuration, Development Environment, Performance Tuning
Skills you'll gain: Business Communication, Usability, Web Design, Web Development, User Interface (UI), Project Planning, Wireframing, Blogs, Interaction Design, Responsive Web Design, HTML and CSS, Javascript
Knowledge Accelerators
Skills you'll gain: Power BI, Business Intelligence, Data Visualization, Business Reporting, Business Analytics, Data Analysis, Data Synthesis, Excel Formulas, Data Manipulation, Collaborative Software, Trend Analysis, Data Management, Data Quality
O.P. Jindal Global University
Skills you'll gain: Psychology, Scientific Methods, Decision Making, Research, Critical Thinking, Human Learning, Language Disorders, Problem Solving, Mental Concentration, Cognitive flexibility, Learning Strategies, Multitasking, Emotional Intelligence, Experimentation
Coursera
Skills you'll gain: Vector Databases, Semantic Web, Web Analytics and SEO, Embeddings, Application Programming Interface (API)
Korea Advanced Institute of Science and Technology(KAIST)
Skills you'll gain: Differential Equations, Mathematical Modeling, Applied Mathematics, Calculus, Vibrations, Mechanics
University of London
Skills you'll gain: Court Systems, Case Law, Legal Research, Legal Proceedings, Law, Regulation, and Compliance, Civil Law, Political Sciences, European History, Governance
Skills you'll gain: Object Oriented Programming (OOP), Python Programming, Data Structures, Scripting, Web Development, Full-Stack Web Development, Automation, Programming Principles, Business Process Automation, Data Manipulation, File Management, Back-End Web Development, Application Deployment, Debugging, Development Environment
Skills you'll gain: Systems Administration, Virtual Machines, Scalability
Skills you'll gain: Authentications, Role-Based Access Control (RBAC), Splunk, Security Assertion Markup Language (SAML), Single Sign-On (SSO), Identity and Access Management, Lightweight Directory Access Protocols, Authorization (Computing), Security Controls, Data Access, User Accounts, Scripting, Proxy Servers
In summary, here are 10 of our most popular applied machine learning courses
- Mathematical Thinking in Computer Science:Â University of California San Diego
- Build & Transform Data Pipelines:Â Coursera
- Foundations and Core Concepts of PyTorch:Â Packt
- Design a Parallax Business Consultancy Website Project:Â EDUCBA
- From Excel to Power BI:Â Knowledge Accelerators
- Cognitive Psychology:Â O.P. Jindal Global University
- Blend Hybrid Search:Â Coursera
- Differential Equations Part I Basic Theory:Â Korea Advanced Institute of Science and Technology(KAIST)
- Introduction to English Common Law:Â University of London
- Apply Python Programming for Data & Automation Projects:Â EDUCBA
