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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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    LearnKartS

    Leadership Mastery: Lead, Inspire & Drive Impact

    Skills you'll gain: Empathy & Emotional Intelligence, Emotional Intelligence, Leadership Development, Conflict Management, Leadership, Team Leadership, Leadership Studies, Diversity and Inclusion, People Management, Collaboration, Leadership and Management, Cross-Functional Team Leadership, Initiative and Leadership, Team Management, Strategic Decision-Making, Communication, Active Listening, Artificial Intelligence, Change Management, Psychological Evaluations

    Beginner · Course · 1 - 4 Weeks

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    Chris Croft Training

    Negotiating in the Age of AI

    Skills you'll gain: Negotiation, Contract Negotiation, Price Negotiation, Closing (Sales), General Sales Practices, Selling Techniques, Responsible AI, Procurement, Business Ethics, Leadership, AI Enablement, Business Leadership, Ethical Standards And Conduct, AI Product Strategy, AI Integrations, AI Security, Organizational Leadership, AI powered creativity, Leadership and Management, Thought Leadership

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Database Design and Modeling with PostgreSQL and MySQL

    Skills you'll gain: Database Systems, Database Design, Database Theory, Database Development, Relational Databases, Database Management Systems, Database Management, MySQL, Databases, Database Architecture and Administration, Database Software, SQL, PostgreSQL, NoSQL, Scalability, Data Integrity, Stored Procedure, Query Languages, Distributed Computing, Transaction Processing

    Intermediate · Course · 1 - 3 Months

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    Packt

    Windows Server 2025 Administration Fundamentals

    Skills you'll gain: Active Directory, Group Policy, Microsoft Windows, Windows Servers, Patch Management, Security Controls, Microsoft Servers, Operating System Administration, Virtualization, Performance Tuning, General Networking, Virtual Machines, Hardening, System Configuration, Server Administration, Data Storage Technologies, Security Software, Servers, Network Security, Authentications

    Beginner · Specialization · 3 - 6 Months

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    Packt

    Unity Game Deployment, XR, and Cross-Platform Strategies

    Skills you'll gain: Augmented and Virtual Reality (AR/VR), Unity Engine, Augmented Reality, Application Deployment, Cross Platform Development, Virtual Reality, C# (Programming Language), Video Game Development, Virtual Environment, Mobile Development, UI Components, Animation and Game Design, Game Design, User Interface (UI), Development Testing, User Interface and User Experience (UI/UX) Design, Software Development, Software Design

    Intermediate · Course · 1 - 3 Months

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    Madecraft

    Pandas for Data Analysts: Leveraging Python with Confidence

    Skills you'll gain: Pandas (Python Package), Plot (Graphics), Exploratory Data Analysis, Microsoft Excel, Statistical Visualization, Pivot Tables And Charts, Data Manipulation, Box Plots, Data Visualization, Descriptive Statistics, Time Series Analysis and Forecasting, Data Cleansing, Spreadsheet Software, Data Transformation, Feature Engineering, Data Wrangling, Data Import/Export, Data Analysis, Data Integration, Python Programming

    Beginner · Course · 1 - 3 Months

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    CertNexus

    Build Decision Trees, SVMs, and Artificial Neural Networks

    Skills you'll gain: Classification And Regression Tree (CART), Convolutional Neural Networks, Random Forest Algorithm, Recurrent Neural Networks (RNNs), Decision Tree Learning, Deep Learning, Applied Machine Learning, Artificial Neural Networks, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Algorithms, Predictive Modeling, Supervised Learning, Computer Vision, Classification Algorithms, Model Training, Natural Language Processing

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    Rating, 4.9 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Security Architecture & Network Access Control

    Skills you'll gain: IT Security Architecture, Identity and Access Management, Authentications, Network Security, Endpoint Security, Security Controls, Cybersecurity, Information Systems Security, Infrastructure Security, Network Architecture, Computer Security, User Provisioning, Authorization (Computing), Cryptographic Protocols, Cryptography, Firewall, Role-Based Access Control (RBAC), Single Sign-On (SSO), Network Protocols, Communication Systems

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Artificial Intelligence Privacy and Convenience

    Skills you'll gain: Data Ethics, AI Security, Responsible AI, Information Privacy, Personally Identifiable Information, Machine Learning, Artificial Intelligence, Data Security, Vulnerability Assessments, Data Governance, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    109 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Davis

    AI for Knowledge Workers

    Skills you'll gain: Prompt Engineering, Responsible AI, AI literacy, AI powered creativity, Anthropic Claude, Generative AI, Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Data Ethics, OpenAI, LLM Application, Emerging Technologies, Deep Learning, Machine Learning

    4.5
    Rating, 4.5 out of 5 stars
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    191 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Plan Strategic GTM Approaches

    Skills you'll gain: Go To Market Strategy, Product Marketing, Campaign Planning, Product Lifecycle Management, Marketing Planning, Campaign Management, Dependency Analysis, Marketing Effectiveness, Plan Execution, Marketing Budgets, Marketing Channel, Conversion Funnel Analysis, Milestones (Project Management), Planning, Release Management, Resource Allocation, Coordinating, Cross-Functional Collaboration, Marketing Analytics, Customer Acquisition Management

    Beginner · Course · 1 - 4 Weeks

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    Scrum.org

    Professional Scrum Product Ownerâ„¢ Fundamentals

    Skills you'll gain: Backlogs, User Feedback, Agile Product Development, Scrum (Software Development), Product Improvement, Sprint Planning, Product Management, Product Requirements, Customer Insights, Agile Methodology, Agile Project Management, Product Development, Agile Software Development, Product Planning, Product Strategy, Project Management, Prioritization, Continuous Improvement Process, Business Analysis, Data-Driven Decision-Making

    Beginner · Course · 1 - 3 Months

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

  • Leadership Mastery: Lead, Inspire & Drive Impact: LearnKartS
  • Negotiating in the Age of AI: Chris Croft Training
  • Database Design and Modeling with PostgreSQL and MySQL: Packt
  • Windows Server 2025 Administration Fundamentals: Packt
  • Unity Game Deployment, XR, and Cross-Platform Strategies: Packt
  • Pandas for Data Analysts: Leveraging Python with Confidence: Madecraft
  • Build Decision Trees, SVMs, and Artificial Neural Networks: CertNexus
  • Security Architecture & Network Access Control: John Wiley & Sons
  • Artificial Intelligence Privacy and Convenience: LearnQuest
  • AI for Knowledge Workers: University of California, Davis

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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