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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


  • U

    University of Colorado System

    Predictive Modeling and Transforming Clinical Practice

    Skills you'll gain: Predictive Modeling, Clinical Data Management, Intensive Care Unit, Risk Modeling, Clinical Practices, Patient Evaluation, Decision Support Systems, Applied Machine Learning, Health Informatics, Model Evaluation, Qualitative Research, Data Analysis, Model Deployment

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Precision Bookkeeping: Records, Reconciliation, Reporting

    Skills you'll gain: Reconciliation, Accounting Records, Bookkeeping, Financial Reporting, Accounting Software, Accounting, Financial Acumen, Financial Data, Compliance Management, Regulatory Compliance, Verbal Communication Skills, Internal Controls, Automation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Salesforce Admin Certification Preparation

    Skills you'll gain: Salesforce Development, Application Deployment, Security Management, Customer Relationship Management (CRM) Software, Data Management, Workflow Management, Account Management, Training and Development, Business Process Automation, Customer Service, Security Controls

    3.8
    Rating, 3.8 out of 5 stars
    ·
    67 reviews

    Beginner · Specialization · 1 - 3 Months

  • S

    Starweaver

    Factory Automation: Shaping the Future of Manufacturing

    Skills you'll gain: Manufacturing and Production, Automation, Manufacturing Operations, Manufacturing Processes, Production Line, Production Process, Lean Manufacturing, Programmable Logic Controllers, Workforce Development, Robotics, Safety Standards, Safety Assurance, Sustainable Engineering, Sustainable Technologies, Human Machine Interfaces, Artificial Intelligence and Machine Learning (AI/ML), Internet Of Things, Scalability

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    Universidad Austral

    La alfabetización temprana en contextos rurales

    Skills you'll gain: Oral Comprehension, Oral Expression, Literacy, Childhood Education and Development, Working With Children, Writing, Vocabulary, Learning Strategies, Family Support, Storytelling, Language Learning, Teaching, Instructional Strategies, Cultural Diversity

    4.9
    Rating, 4.9 out of 5 stars
    ·
    216 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Generative AI-Powered Solutions for Modern Healthcare

    Skills you'll gain: Healthcare Project Management, Clinical Documentation, Responsible AI, Resource Utilization, Patient Flow, Lean Methodologies, Operational Efficiency, Data Ethics, Operations Management, Generative AI, Informed Consent, Project Risk Management, Performance Metric, Continuous Improvement Process, Medical Privacy, AI Security, Health Care Procedure and Regulation, Healthcare Ethics, Generative AI Agents, Health Informatics

    4.3
    Rating, 4.3 out of 5 stars
    ·
    71 reviews

    Intermediate · Specialization · 3 - 6 Months

  • L

    LearnKartS

    Project Management and Risk Fundamentals

    Skills you'll gain: Agile Project Management, Project Risk Management, Agile Methodology, Risk Appetite, Risk Mitigation, Risk Analysis, Project Management, Project Management Life Cycle, Risk Control, Project Management Institute (PMI) Methodology, Project Implementation, Project Planning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    65 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    IoT Communications

    Skills you'll gain: Internet Of Things, Telecommunications, Communication Systems, Distributed Computing, Wireless Networks, General Networking, Network Routing, Embedded Software, Network Protocols

    4.7
    Rating, 4.7 out of 5 stars
    ·
    69 reviews

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Gemini in BigQuery

    Skills you'll gain: Google Gemini, Retrieval-Augmented Generation, Gemini, Embeddings, Generative AI, Predictive Modeling, Vector Databases, Big Data, Data Analysis, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML), AI Enablement, SQL, Python Programming, Data Preprocessing, Customer Relationship Management, Google Cloud Platform, Data Visualization Software, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Beginner · Specialization · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Program Managers

    Skills you'll gain: Agile Software Development, Project Management Software, Program Management, Responsible AI, Planning, Engineering Management, Generative AI, Timelines, Engineering Software, Risk Analysis, Resource Management, Prompt Engineering, Analytics, Stakeholder Communications, Machine Learning

    4.4
    Rating, 4.4 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Concepts in Python: Loops, Functions and Returns

    Skills you'll gain: Computational Thinking, Python Programming, Scripting, Computer Programming, Programming Principles, Software Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    118 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Packt

    Introduction to NLP and Syntactic Processing

    Skills you'll gain: Natural Language Processing, Text Mining, Data Manipulation, Unstructured Data, Markov Model, Data Preprocessing, Python Programming, Applied Machine Learning, Feature Engineering, Algorithms, Probability & Statistics

    Intermediate · Course · 1 - 3 Months

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

  • Predictive Modeling and Transforming Clinical Practice: University of Colorado System
  • Precision Bookkeeping: Records, Reconciliation, Reporting: Coursera
  • Salesforce Admin Certification Preparation: LearnKartS
  • Factory Automation: Shaping the Future of Manufacturing : Starweaver
  • La alfabetización temprana en contextos rurales : Universidad Austral
  • Generative AI-Powered Solutions for Modern Healthcare: Coursera
  • Project Management and Risk Fundamentals: LearnKartS
  • IoT Communications: University of Illinois Urbana-Champaign
  • Gemini in BigQuery: Google Cloud
  • GenAI for Program Managers: 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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