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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


  • C

    Coursera

    Test & Debug Java ML Pipelines

    Skills you'll gain: JUnit, MLOps (Machine Learning Operations), CI/CD, Continuous Integration, Jenkins, Test Automation, Unit Testing, DevOps, Test Case, Debugging, Code Coverage, Model Evaluation, Data Pipelines, Test Data

    Advanced · Course · 1 - 4 Weeks

  • P

    Pearson

    Terraform in AWS from Basics to Guru: Unit 3

    Skills you'll gain: Terraform, Infrastructure as Code (IaC), Amazon Web Services, Cloud Infrastructure, Cloud Computing, Multi-Cloud, Microsoft Azure, Google Cloud Platform, Command-Line Interface, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Hadoop Projects: Analyze Big Data with Hive & Pig

    Skills you'll gain: Apache Hadoop, Apache Hive, Big Data, Data Warehousing, Data Integration, Data Processing, Enterprise Application Management, Performance Tuning, Data Manipulation, Data Analysis, Distributed Computing, Data Import/Export, SQL, Data Transformation

    Mixed · Course · 1 - 3 Months

  • E

    EDUCBA

    Kubernetes Case Studies: Deploy & Troubleshoot Apps

    Skills you'll gain: Kubernetes, Application Deployment, Prometheus (Software), Cloud-Native Computing, Docker (Software), DevOps, Containerization, Role-Based Access Control (RBAC), YAML, System Monitoring, Grafana, Command-Line Interface

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Learn GitHub Flavored Markdown

    Skills you'll gain: GitHub, Hypertext Markup Language (HTML), Software Documentation, Technical Documentation, Version Control

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Nursing Leadership: Ethics & Legal Considerations

    Skills you'll gain: Nursing Management, Healthcare Ethics, Legal Risk, Clinical Leadership, Case Studies, Personal Integrity, Nursing, Patient Safety, Business Ethics, Ethical Standards And Conduct, Decision Making, Professionalism, Health Care, Safety Culture, Medical Privacy, Law, Regulation, and Compliance, Informed Consent, Compliance Management, Patient Communication

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pearson

    AWS Developer: Unit 7

    Skills you'll gain: AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Identity and Access Management, Amazon Web Services, Cloud Hosting, Cloud Infrastructure, Cloud Computing, Virtual Networking, Authentications, Cloud Applications, Authorization (Computing), Virtual Private Networks (VPN), User Accounts, Network Security

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Classification Algorithms, Financial Forecasting, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Implement Strategic Plans: Analyze, Execute & Optimize

    Skills you'll gain: Organizational Effectiveness, Strategic Decision-Making, Operations Management

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Supermarket Layouts: Design & Draft in AutoCAD

    Skills you'll gain: Architectural Drawing, AutoCAD, Technical Drawing, Drafting and Engineering Design, Computer-Aided Design, Commercial Construction, Building Design, Architectural Design, Functional Design

    Beginner · Course · 1 - 4 Weeks

  • C

    Creo Incubator

    Entrepreneurship: Financial Literacy & Fundraising Readiness

    Skills you'll gain: Entrepreneurial Finance, Business Strategy, Entrepreneurship, Financial Forecasting, Business Planning, Business Valuation, Fundraising, Mergers & Acquisitions, Financial Modeling, Finance, Financial Analysis, Cash Flow Forecasting, Presentations, Accounting, Investments, Business Metrics, Competitive Analysis, Value Propositions, Sales Presentations, Market Analysis

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    JavaScript essentials for Node-RED

    Skills you'll gain: Computational Logic, Object Oriented Programming (OOP)

    Intermediate · Course · 1 - 3 Months

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

  • Test & Debug Java ML Pipelines: Coursera
  • Terraform in AWS from Basics to Guru: Unit 3: Pearson
  • Hadoop Projects: Analyze Big Data with Hive & Pig: EDUCBA
  • Kubernetes Case Studies: Deploy & Troubleshoot Apps: EDUCBA
  • Learn GitHub Flavored Markdown: Packt
  • Nursing Leadership: Ethics & Legal Considerations: Coursera
  • AWS Developer: Unit 7: Pearson
  • Predictive Analytics Model for Term Deposit Investment: EDUCBA
  • Implement Strategic Plans: Analyze, Execute & Optimize: EDUCBA
  • Master Supermarket Layouts: Design & Draft in AutoCAD: EDUCBA

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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