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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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    Coursera

    Blueprint to Bytecode: Architecting Scalable AI Systems

    Skills you'll gain: Model Deployment, Data Cleansing, Data Transformation, Data Preprocessing, Data Storytelling, Feature Engineering, AWS SageMaker, AI Integrations, Systems Architecture, Solution Architecture, Model Optimization, Cloud Computing Architecture, Scalability, MLOps (Machine Learning Operations), System Design and Implementation, Kubernetes, Data Engineering, Cloud Infrastructure, Docker (Software), Prometheus (Software)

    Intermediate · Specialization · 1 - 3 Months

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    Automatic Data Processing, Inc. (ADP)

    Creating Trust & Support

    Skills you'll gain: Trustworthiness, Team Building, Team Management, Team Collaboration, Team Oriented, Team Leadership, Rapport Building, Teamwork, Honesty, Relationship Building, Empathy, Professional Development, People Development, Storytelling, Mindfulness

    4.6
    Rating, 4.6 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build and Evaluate R Shiny Data Apps

    Skills you'll gain: Shiny (R Package), Cloud Deployment, Interactive Data Visualization, Data Visualization, Cloud Applications, Application Deployment, UI Components, Server Side, Dashboard Creation, Performance Tuning, R (Software), Dashboard, Secure Coding, User Interface (UI), Application Lifecycle Management, Web Applications, Authentications, Application Development, R Programming, Data Management

    Beginner · Specialization · 1 - 3 Months

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    Google Cloud

    Google Cloud でストリーミング データ パイプラインを構築する

    Skills you'll gain: Dataflow, Data Pipelines, Apache Kafka, Real Time Data, Extract, Transform, Load, Google Cloud Platform, Big Data, Applied Machine Learning, Software Design Patterns, Data Architecture, Artificial Intelligence and Machine Learning (AI/ML), Analytics, Data Processing, Data Transformation

    4.8
    Rating, 4.8 out of 5 stars
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    18 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Principles and Technologies of 5G Mobile Networks

    Skills you'll gain: Network Architecture, Wireless Networks, Emerging Technologies, Network Engineering, Network Planning And Design, Network Infrastructure, Network Performance Management, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Distributed Computing, Technology Strategies

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnQuest

    Data Science Foundations with No-Code Tools

    Skills you'll gain: Exploratory Data Analysis, Data Storytelling, Data Presentation, Data Analysis, Dashboard Creation, Interactive Data Visualization, No-Code Development, Market Data, Data Science, Predictive Modeling, Data Ethics, Data Capture, Data Processing, Data Transformation, Data Integrity, Data Cleansing, Applied Machine Learning, Data Governance, Data Collection, Data Integration

    Intermediate · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    AI for Everyone for Work and Productivity

    Skills you'll gain: Prompt Engineering, Google Gemini, Prompt Patterns, Generative AI Agents, Gemini, AI Personalization, Responsible AI, Generative AI, ChatGPT, Microsoft Copilot, AI Workflows, Writing, Business Writing, Business Process Automation, Writing and Editing, Productivity, AI Integrations, Automation, Artificial Intelligence and Machine Learning (AI/ML), Presentations

    4.8
    Rating, 4.8 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 3 Months

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    Snowflake

    Advanced Data Engineering with Snowflake

    Skills you'll gain: Data Engineering, Database Management, Databases, Data Pipelines, Continuous Deployment, Devops Tools, Change Control, DevOps, CI/CD, Command-Line Interface, Version Control, Event Monitoring, Continuous Monitoring, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    29 reviews

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Mastering ROS 2 for Robotics Programming

    Skills you'll gain: Robotics, Machine Controls, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), CI/CD, Continuous Integration, Artificial Intelligence, 3D Modeling, Large Language Modeling, Agentic Workflows, Continuous Deployment, Docker (Software), Agentic systems, Simulation and Simulation Software, LLM Application, Containerization, Ubuntu, Python Programming, Linux, C++ (Programming Language)

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    Security Foundations, Threats, and Network Protection

    Skills you'll gain: Cryptography, Cybersecurity, Network Security, Cryptographic Protocols, Cyber Attacks, Encryption, IT Security Architecture, Identity and Access Management, Threat Management, Threat Detection, Firewall, Key Management, Security Management, Infrastructure Security, Security Controls, Network Planning And Design, Authorization (Computing), Public Key Infrastructure, Authentications, Risk Management Framework

    4.6
    Rating, 4.6 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Arizona State University

    Grit and Growth Mindset

    Skills you'll gain: Tenacity, Growth Mindedness, Smart Goals, Resilience, Goal Setting, Overcoming Obstacles, Personal Development, Persistence, Empowerment, Adaptability, Lifelong Learning, Mindfulness, Professional Development, Planning

    4.5
    Rating, 4.5 out of 5 stars
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    37 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    AI Enhancement with Knowledge Graphs - Mastering RAG Systems

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, LLM Application, AI Workflows, Embeddings, AI Integrations, Large Language Modeling, Graph Theory, Query Languages, Graphing, Interactive Data Visualization, Data Processing, Development Environment

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Blueprint to Bytecode: Architecting Scalable AI Systems: Coursera
  • Creating Trust & Support: Automatic Data Processing, Inc. (ADP)
  • Build and Evaluate R Shiny Data Apps: EDUCBA
  • Google Cloud でストリーミング データ パイプラインを構築する: Google Cloud
  • Principles and Technologies of 5G Mobile Networks: LearnQuest
  • Data Science Foundations with No-Code Tools: LearnQuest
  • AI for Everyone for Work and Productivity: SkillsBooster Academy
  • Advanced Data Engineering with Snowflake: Snowflake
  • Mastering ROS 2 for Robotics Programming: Packt
  • Security Foundations, Threats, and Network Protection: Packt

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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