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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

    COBIT 2019 Foundation Preparation

    Skills you'll gain: Control Objectives for Information and Related Technology (COBIT), Performance Measurement, Governance Risk Management and Compliance, IT Management, Governance, Compliance Management, Regulatory Compliance, Risk Management, Performance Management, Program Implementation, Process Capability, Key Performance Indicators (KPIs), Stakeholder Management, Goal Setting, Digital Transformation, Change Management, Auditing, Process Management, Organizational Structure, Business Process

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Dynamic Programming, Greedy Algorithms

    Skills you'll gain: Theoretical Computer Science, Algorithms, Computational Thinking, Data Structures, Design Strategies, Quantum computing, Applied Mathematics, Python Programming, Analysis

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
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    276 reviews

    Advanced · Course · 1 - 4 Weeks

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    University at Buffalo

    Blockchain Platforms

    Skills you'll gain: Blockchain, Emerging Technologies, Distributed Computing, Cloud Platforms, Microsoft Azure, Platform As A Service (PaaS), File Systems, Application Development, Scalability, Data Storage

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Kennesaw State University

    Successful Career Development

    Skills you'll gain: LinkedIn, Professional Networking, Professional Development, Mentorship, Rapport Building, Relationship Building, Professionalism, People Development, Relationship Management, Habit Formation, Growth Mindedness, Adaptability, Personal Development, Lifelong Learning, Self-Awareness

    4.7
    Rating, 4.7 out of 5 stars
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    1.5K reviews

    Beginner · Course · 1 - 3 Months

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    KodeKloud

    AZ-104 Azure Administrator Certification Prep

    Skills you'll gain: Microsoft Azure, Azure Active Directory, Virtual Machines, Virtual Private Networks (VPN), Cloud Computing, Disaster Recovery, Azure DevOps, Containerization, Cloud Infrastructure, Cloud Storage, IT Management, Role-Based Access Control (RBAC), Scalability, Data Management, User Accounts, Identity and Access Management, Authorization (Computing), Network Security, Continuous Monitoring, System Configuration

    Beginner · Specialization · 1 - 3 Months

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    LearnKartS

    Vibe Coding Foundation

    Skills you'll gain: Prompt Engineering, Vibe coding, Prompt Engineering Tools, User Requirements Documents, Secure Coding, Functional Requirement, Functional Specification, Development Environment, Hardening, Application Security, Software As A Service, Full-Stack Web Development, LLM Application, Software Development Tools, Web Development Tools, Application Development, Web Development, GitHub, Debugging, Version Control

    Beginner · Course · 1 - 3 Months

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    Status: AI skills
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    DeepLearning.AI

    DeepLearning.AI Data Analytics

    Skills you'll gain: Data Storytelling, Web Scraping, Google Sheets, Data Visualization, Data Presentation, Statistical Visualization, Spreadsheet Software, Large Language Modeling, Tableau Software, Data Literacy, Dashboard, Pandas (Python Package), Time Series Analysis and Forecasting, Probability & Statistics, Extract, Transform, Load, Statistical Analysis, Statistics, Data Manipulation, Data Analysis, Descriptive Statistics

    4.7
    Rating, 4.7 out of 5 stars
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    286 reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    STARWEAVER

    Personal Productivity, Time Management and Prioritization

    Skills you'll gain: Prioritization, Productivity, Strategic Prioritization, Productivity Software, Telecommuting, Scheduling, Workflow Management, Goal Setting

    4.7
    Rating, 4.7 out of 5 stars
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    393 reviews

    Intermediate · Course · 1 - 4 Weeks

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    John Wiley & Sons

    Foundations of Measuring the Intangible

    Skills you'll gain: Estimation, Business Metrics, Decision Making, Cost Estimation, Risk Management, Data-Driven Decision-Making, Project Estimation, Systems Of Measurement, Decision Intelligence, Bayesian Statistics, Quantitative Research, Risk Analysis, Small Data, Analysis, Sample Size Determination, Problem Solving, Sampling (Statistics), Business Analysis, Statistical Inference, Business Strategy

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Business Intelligence & Visualization

    Skills you'll gain: Data Storytelling, Dashboard, Looker (Software), Business Reporting, Dashboard Creation, Management Reporting, Performance Reporting, Marketing Analytics, Data Presentation, Key Performance Indicators (KPIs), Data-Driven Marketing, Data Visualization, Marketing Effectiveness, Star Schema, Snowflake Schema, Business Intelligence, Interactive Data Visualization, Data Modeling, Pivot Tables And Charts, Stakeholder Communications

    Beginner · Course · 3 - 6 Months

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    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, Prompt Patterns, Agentic systems, LLM Application, Agentic Workflows, LangChain, AI Workflows, Large Language Modeling, Vision Transformer (ViT), AI powered creativity, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Machine Learning, Python Programming, Probability & Statistics

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 1 - 3 Months

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    University of Michigan

    Realizing AI for Social Impact

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Algorithms, Reinforcement Learning, Research Reports, Machine Learning, Scenario Testing, Environmental Monitoring

    Beginner · Specialization · 1 - 3 Months

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

  • COBIT 2019 Foundation Preparation: LearnKartS
  • Dynamic Programming, Greedy Algorithms: University of Colorado Boulder
  • Blockchain Platforms: University at Buffalo
  • Successful Career Development: Kennesaw State University
  • AZ-104 Azure Administrator Certification Prep: KodeKloud
  • Vibe Coding Foundation: LearnKartS
  • DeepLearning.AI Data Analytics: DeepLearning.AI
  • Personal Productivity, Time Management and Prioritization: STARWEAVER
  • Foundations of Measuring the Intangible: John Wiley & Sons
  • Business Intelligence & Visualization: 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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