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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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    University of Colorado Boulder

    Fractions for Primary Education with PhET Simulations

    Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Collaborative Software

    Beginner · Course · 1 - 3 Months

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    Packt

    Data Visualization and Storytelling with Python

    Skills you'll gain: Scientific Visualization, Data Storytelling, Heat Maps, Data Mapping

    Intermediate · Course · 1 - 3 Months

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    Packt

    LPIC-2 Linux Engineer (201-450)

    Skills you'll gain: Data Maintenance, Operating System Administration, iSCSI Configuration, System Software

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2

    Skills you'll gain: Software-Defined Networking, Virtual Networking, Wide Area Networks, Network Performance Management, Network Architecture, Network Infrastructure, Cloud Deployment, Package and Software Management, Configuration Management, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    生成式 AI:剖析基本概念

    Skills you'll gain: Responsible AI, Generative AI, AI Security, Google Cloud Platform, Large Language Modeling, Data Modeling, Data Ethics, Unstructured Data, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    생성형 AI: 환경 살펴보기

    Skills you'll gain: Responsible AI, Google Cloud Platform, Generative AI, Gemini, AI Product Strategy, AI Enablement, Data Governance, Cloud Infrastructure, Artificial Intelligence, Model Deployment, MLOps (Machine Learning Operations)

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Master of Science in Artificial Intelligence

    Skills you'll gain: User Story, New Product Development, Real-Time Operating Systems, Model Based Systems Engineering, Model Evaluation, Field-Programmable Gate Array (FPGA), Failure Analysis, Sustainable Business, Data Mining, Delegation Skills, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning, Supervised Learning

    Earn a degree

    Degree · 1 - 4 Years

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    Pearson

    Certified Kubernetes Application Developer (CKAD): Unit 7

    Skills you'll gain: Test Case, Kubernetes, Scenario Testing, Simulations, Scripting, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Design security solutions for applications and data

    Skills you'll gain: Microsoft Azure, Cloud Security, Data Governance, Data Management, Data Security, Secure Coding, Cloud Applications, Application Security, Identity and Access Management, Key Management, Multi-Factor Authentication, Encryption, Role-Based Access Control (RBAC)

    Advanced · Course · 1 - 4 Weeks

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    Pearson

    Data Science Fundamentals Part 2: Unit 2

    Skills you'll gain: A/B Testing, Sampling (Statistics), Statistical Inference, Estimation, Statistical Analysis, Analytics, Probability & Statistics, Data Analysis, Correlation Analysis, Descriptive Statistics

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Blender Car Modeling & Rendering: Build & Export

    Skills you'll gain: 3D Modeling, Unreal Engine, 3D Assets, Computer Graphics, Visualization (Computer Graphics), Data Import/Export

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Agile Projects with Pivotal Tracker: A Hands-On Guide

    Skills you'll gain: Jira (Software), User Story, Agile Software Development, Agile Project Management, Sprint Planning, Agile Methodology, Backlogs, Collaborative Software, Issue Tracking, GitHub, User Accounts

    Mixed · Course · 1 - 4 Weeks

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1…562563564…577

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

  • Fractions for Primary Education with PhET Simulations: University of Colorado Boulder
  • Data Visualization and Storytelling with Python: Packt
  • LPIC-2 Linux Engineer (201-450): Packt
  • Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2: Pearson
  • 生成式 AI:剖析基本概念: Google Cloud
  • 생성형 AI: 환경 살펴보기: Google Cloud
  • Master of Science in Artificial Intelligence: University of Colorado Boulder
  • Certified Kubernetes Application Developer (CKAD): Unit 7: Pearson
  • Design security solutions for applications and data: Whizlabs
  • Data Science Fundamentals Part 2: Unit 2: Pearson

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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