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  • Applied Machine Learning

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


  • A

    Alberta Machine Intelligence Institute

    Generative AI Essentials

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Responsible AI, Generative AI, Generative Model Architectures, LLM Application, AI powered creativity, Data Ethics, AI literacy, AI Workflows, Business Ethics, ChatGPT, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Computer Vision, Natural Language Processing, Reinforcement Learning, Data Processing, Data Science

    ★ 5 (6) · Beginner · Specialization · 1 - 3 Months

  • M

    MongoDB Inc.

    MongoDB Aggregation Framework

    Skills you'll gain: Data Transformation, MongoDB, Data Manipulation, Data Processing, Data Integration, NoSQL, Data Migration, Data Analysis, Query Languages, Data Preprocessing, Data Pipelines, Unstructured Data, Network Analysis

    ★ 4.4 (66) · Intermediate · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Digital Twins

    Skills you'll gain: Manufacturing Operations, Production Planning, Digital Transformation, Digital Assets, Technology Strategies, Business Transformation, Internet Of Things, Simulation and Simulation Software, Emerging Technologies, Real Time Data, Data Integration, Trend Analysis, Risk Analysis, Business, Systems Integration, Case Studies

    ★ 4.6 (109) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Getting Started with Rstudio

    Skills you'll gain: Interactive Data Visualization, Plot (Graphics), R (Software), Hypertext Markup Language (HTML), Software Installation, Package and Software Management, R Programming, Integrated Development Environments, Statistical Programming

    ★ 4.6 (146) · Beginner · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Oracle DBA 21c: Master Database Administration

    Skills you'll gain: Oracle Databases, Oracle SQL Developer, Performance Tuning, Database Management, Database Administration, Data Maintenance, Database Architecture and Administration, Data Migration, Database Management Systems, Patch Management, Relational Databases, Database Design, Database Software, Data Integrity, Data Import/Export, SQL, Data Storage, Data Management, User Accounts, Data Storage Technologies

    ★ 5 (15) · Beginner · Specialization · 3 - 6 Months

  • S

    SkillUp

    Get Started with Mail and Calendar Applications: Outlook

    Skills you'll gain: Email Security, Microsoft Outlook, Calendar Management, Gmail, Meeting Facilitation, Organizational Skills, Microsoft Office, Google Workspace, Scheduling, Encryption, Productivity Software

    ★ 4.7 (84) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Salesforce Certified AI Associate Certification

    Skills you'll gain: Salesforce Development, Salesforce, Data Ethics, Artificial Intelligence, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Personalization, AI literacy, AI Security, Data Quality, AI Integrations, Customer Relationship Management (CRM) Software, Predictive Analytics, Data Management, Data Sharing, Data Capture, Personalized Service

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Unity: Design & Develop Role-Playing Games (RPGs)

    Skills you'll gain: Game Design, Unity Engine, Animation and Game Design, 3D Assets, Video Game Development, Animations, User Interface (UI), UI Components, Software Design, C# (Programming Language), Scripting, Data Persistence, System Implementation

    ★ 5 (28) · Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Compose and Program Music in Python using Earsketch

    Skills you'll gain: Musical Composition, Music, Computer Programming, Code Reusability, Programming Principles, Python Programming

    ★ 4.5 (458) · Beginner · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Strategic AI Governance

    Skills you'll gain: Responsible AI, AI Security, Threat Modeling, MLOps (Machine Learning Operations), Budget Management, Secure Coding, Data Ethics, Data Governance, Experimentation, Prompt Engineering, Application Security, CI/CD, Automation, Financial Forecasting, Compliance Management, Governance, Technical Documentation, Vulnerability Assessments, Risk Management, Stakeholder Communications

    Intermediate · Specialization · 3 - 6 Months

  • A

    AI CERTs

    AI for Audio and Music

    Skills you'll gain: Responsible AI, Data Ethics, Digital Signal Processing, Natural Language Processing, Generative AI, AI literacy, AI Personalization, Artificial Intelligence, Transfer Learning, Music, Machine Learning Methods, Music Performance, Deep Learning, Information Privacy, Creativity

    Beginner · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Designing Effective Science Communication

    Skills you'll gain: Oral Expression, Non-Verbal Communication, Learning Theory, Storytelling, Education Software and Technology, Human Learning, Motivational Interviewing, Conflict Management, Interpersonal Communications, Technical Communication, Education and Training, Pedagogy, Media and Communications, Driving engagement, Writing, Scientific Methods, Rapport Building, Diversity Awareness, Workplace inclusivity, Cultural Responsiveness

    ★ 4.3 (21) · Beginner · Specialization · 1 - 3 Months

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In summary, here are 10 of our most popular applied machine learning courses

  • Generative AI Essentials: Alberta Machine Intelligence Institute
  • MongoDB Aggregation Framework: MongoDB Inc.
  • Digital Twins: University of Michigan
  • Getting Started with Rstudio: Coursera
  • Oracle DBA 21c: Master Database Administration: EDUCBA
  • Get Started with Mail and Calendar Applications: Outlook: SkillUp
  • Salesforce Certified AI Associate Certification: Packt
  • Unity: Design & Develop Role-Playing Games (RPGs): EDUCBA
  • Compose and Program Music in Python using Earsketch: Coursera
  • Strategic AI Governance: Coursera

Skills you can learn in Machine Learning

Python Programming (33)
Tensorflow (32)
Deep Learning (30)
Artificial Neural Network (24)
Big Data (18)
Statistical Classification (17)
Reinforcement Learning (13)
Algebra (10)
Bayesian (10)
Linear Algebra (10)
Linear Regression (9)
Numpy (9)

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