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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


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    Coursera

    Data Quality Monitoring and Prevention

    Skills you'll gain: Data Quality, Data Cleansing, Data Pipelines, Data Processing, Data Integrity, Data Integration, Data Validation, Data Transformation, Extract, Transform, Load, Data Preprocessing, Data Mapping, Problem Management, Exploratory Data Analysis, Analysis, Data Import/Export, Continuous Monitoring, Systems Analysis, Debugging, Dependency Analysis, Risk Modeling

    Intermediate · Course · 1 - 4 Weeks

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    Dr. Jonathan Reichental

    Leading with a Technology Ethics Mindset

    Skills you'll gain: Business Ethics, Ethical Standards And Conduct, Data Ethics, Strategic Leadership, Decision Making, Organizational Leadership, Technology Strategies, Business Leadership, Governance, Leadership Studies, Risking, IT Management, Information Technology, Leadership Development, Stakeholder Analysis, Social Impact, Leadership and Management, Artificial Intelligence, Cross-Functional Collaboration, Emerging Technologies

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft 365 and Agent Administration

    Skills you'll gain: Data Loss Prevention, Microsoft 365, Authentications, Azure Active Directory, Data Governance, Compliance Management, Compliance Auditing, Zero Trust Network Access, Compliance Reporting, Identity and Access Management, Microsoft Teams, Technical Communication, Payment Card Industry (PCI) Data Security Standards, Regulation and Legal Compliance, Cyber Security Assessment, Multi-Factor Authentication, Microsoft Office, Microsoft Azure, User Provisioning, Portfolio Management

    Intermediate · Professional Certificate · 3 - 6 Months

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    Packt

    Modern Java Fundamentals & Data Structures

    Skills you'll gain: Java Programming, Java, Data Structures, Object Oriented Design, Maintainability, Object Oriented Programming (OOP), Spring Boot, Numerical Analysis, Algorithms, Interoperability, Data Management, Performance Tuning, Data Validation

    Intermediate · Course · 1 - 3 Months

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    Packt

    Vibe Coding with Cursor AI & Google Stitch

    Skills you'll gain: Mobile Development, Cross Platform Development, Debugging, Application Development, Vibe coding, User Interface (UI), iOS Development, UI Components, Android Jetpack, User Interface and User Experience (UI/UX) Design, Mobile Development Tools, Interactive Design, Android Development, AI powered creativity, User Interface (UI) Design, Apple iOS, Web Applications, Swift Programming, Program Development, Python Programming

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Colorado Boulder

    Text Marketing Analytics

    Skills you'll gain: Network Analysis, Unsupervised Learning, Social Network Analysis, Supervised Learning, Applied Machine Learning, Unstructured Data, Statistical Machine Learning, Marketing Analytics, Social Media Analytics, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning, Tensorflow, Model Training, Machine Learning Algorithms, Text Mining, Data Analysis, Model Evaluation, Scientific Visualization, Statistical Methods

    Build toward a degree

    3.2
    Rating, 3.2 out of 5 stars
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    16 reviews

    Beginner · Specialization · 3 - 6 Months

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    Macquarie University

    Cyber Security: Essentials for Forensics

    Skills you'll gain: Mobile Security, Digital Forensics, Criminal Investigation and Forensics, Cyber Threat Intelligence, Cyber Security Strategy, Investigation, Intrusion Detection and Prevention, Cyber Attacks, Cybersecurity, Mobile Development, Model Training, Cyber Security Policies, Artificial Intelligence and Machine Learning (AI/ML), Threat Modeling, Data Security, Cyber Governance, Machine Learning Methods, iOS Development, Application Security, Digital Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    56 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Advanced Agile Frameworks, Scaling, & Organizational Change

    Skills you'll gain: Sprint Retrospectives, Scaled Agile Framework, Organizational Change, Backlogs, Team Motivation, Agile Project Management, People Development, Agile Methodology, Change Management, Agile Software Development, Performance Metric, Team Performance Management, Business Transformation, Organizational Development, Agile Product Development, Employee Coaching, Sprint Planning, Coaching, Workflow Management, Continuous Improvement Process

    Advanced · Course · 1 - 3 Months

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    Coursera

    Network Virtualization & SDN: Secure & Automate OpenFlow

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Network Architecture, Role-Based Access Control (RBAC), Network Administration, Network Switches, Network Planning And Design, Network Security, Network Troubleshooting, Network Performance Management, Security Controls, IT Automation, Automation, Network Analysis, Event-Driven Programming, Cryptographic Protocols, Python Programming, IT Management, Pandas (Python Package)

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    Steel Member Design: Theory to Practice

    Skills you'll gain: Structural Engineering, Building Codes, Structural Analysis, Mechanical Design, Construction Engineering, Failure Analysis, Civil Engineering, Design Specifications, Drafting and Engineering Design, Torque (Physics), Manufacturing Processes, Engineering Calculations, Engineering Design Process, Construction, Materials science, Mechanics

    Intermediate · Specialization · 1 - 3 Months

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    Sage Publications

    Statistical Analysis in Psychological Research

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution, Graphing

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Develop Effective Messaging Strategies

    Skills you'll gain: Content Performance Analysis, Marketing Effectiveness, Marketing Strategies, Campaign Planning, Conversion Funnel Analysis, Campaign Management, Data-Driven Marketing, User Feedback, Marketing Communications, Product Marketing, Marketing Analytics, Performance Analysis, Digital Marketing, Performance Measurement, Marketing Design, Target Audience, Driving engagement

    Beginner · Course · 1 - 4 Weeks

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

  • Data Quality Monitoring and Prevention: Coursera
  • Leading with a Technology Ethics Mindset: Dr. Jonathan Reichental
  • Microsoft 365 and Agent Administration: Microsoft
  • Modern Java Fundamentals & Data Structures: Packt
  • Vibe Coding with Cursor AI & Google Stitch: Packt
  • Text Marketing Analytics: University of Colorado Boulder
  • Cyber Security: Essentials for Forensics: Macquarie University
  • Advanced Agile Frameworks, Scaling, & Organizational Change: Packt
  • Network Virtualization & SDN: Secure & Automate OpenFlow: Coursera
  • Steel Member Design: Theory to Practice: L&T EduTech

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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