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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    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

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    Coursera

    Detect & Respond to Mobile AI Threats

    Skills you'll gain: Mobile Security, AI Security, Threat Detection, Security Controls, Exploit development, Threat Modeling, Hardening, Threat Management, Endpoint Security, Artificial Intelligence, Mobile Development Tools, Deep Learning, Incident Response, Information Privacy

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Mastering Kafka Consumer Systems for Telecom Data

    Skills you'll gain: Apache Kafka, Spring Boot, Data Pipelines, Java, Restful API, Performance Tuning, Data Validation

    Beginner · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica del Perú

    Propedéutico: Fundamentos para Posgrado en Negocios

    Skills you'll gain: Writing, Statistical Methods, Business Mathematics, Business Writing, Financial Analysis, Learning Strategies, Finance, Productivity, Artificial Intelligence, Business Economics, Business, Goal Setting, Responsible AI, Critical Thinking

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Jupyter & Python: Visualize, Optimize & Accelerate

    Skills you'll gain: Matplotlib, Scientific Visualization, Data Visualization Software, Interactive Data Visualization, Seaborn, Jupyter, NumPy, Performance Tuning, Development Environment, Python Programming, Debugging

    Mixed · Course · 1 - 3 Months

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    Pearson

    Data Science Fundamentals Part 2: Unit 1

    Skills you'll gain: Exploratory Data Analysis, Matplotlib, Box Plots, Data Analysis, Data Visualization, Descriptive Statistics, Scatter Plots, Data Visualization Software, Histogram, Seaborn, Statistical Analysis, Correlation Analysis, Statistical Methods

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master AI Skills: Analyze, Build & Deploy Systems

    Skills you'll gain: Computer Vision, Artificial Intelligence, Image Analysis, Natural Language Processing, Generative AI, Model Deployment, OpenAI, Amazon Bedrock, AI Workflows, AI Security, Text Mining, Robotics, Prompt Engineering, Automation, Reinforcement Learning, Model Evaluation, Scalability

    Beginner · Course · 1 - 3 Months

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    Packt

    Securing Compute, Storage, and Databases in Azure

    Skills you'll gain: Microsoft Azure, Cloud Security, Data Security, Kubernetes, Security Controls, Hardening, Database Architecture and Administration, Identity and Access Management, Data Storage Technologies, Infrastructure Security, Data Storage, Role-Based Access Control (RBAC), System Configuration, Continuous Monitoring, Encryption, Key Management, Containerization, Data Governance

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Agile Software Development Part 1

    Skills you'll gain: Software Development Life Cycle, Agile Software Development, Software Development Methodologies, Agile Methodology, Agile Project Management, Scrum (Software Development), Requirements Analysis, Sprint Retrospectives, Software Development, Sprint Planning, Waterfall Methodology, Backlogs, User Story, Continuous Integration

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Linux Bash Scripting: Automate, Optimize & Deploy

    Skills you'll gain: Bash (Scripting Language), Shell Script, Linux Commands, Unix Shell, Scripting, Linux, Unix Commands, Unix, Command-Line Interface, Remote Access Systems, OS Process Management, Computational Logic, File Management, Debugging, Data Validation

    Mixed · Course · 1 - 4 Weeks

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    AI CERTs

    Bitcoin Scaling & Security

    Skills you'll gain: Threat Modeling, Application Security, Secure Coding, Scalability, Blockchain, Web Development, Program Development, Cryptographic Protocols, Cryptography, Payment Systems, Transaction Processing, Real Time Data

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Affinity Photo: Beyond the Basics – Pro Compositing

    Skills you'll gain: Photo Editing, Photography, Color Matching, Image Quality, Graphic and Visual Design

    Intermediate · Course · 1 - 3 Months

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

  • Kubernetes Case Studies: Deploy & Troubleshoot Apps: EDUCBA
  • Detect & Respond to Mobile AI Threats: Coursera
  • Mastering Kafka Consumer Systems for Telecom Data: EDUCBA
  • Propedéutico: Fundamentos para Posgrado en Negocios: Pontificia Universidad Católica del Perú
  • Jupyter & Python: Visualize, Optimize & Accelerate: EDUCBA
  • Data Science Fundamentals Part 2: Unit 1: Pearson
  • Master AI Skills: Analyze, Build & Deploy Systems: EDUCBA
  • Securing Compute, Storage, and Databases in Azure: Packt
  • Agile Software Development Part 1: Northeastern University
  • Linux Bash Scripting: Automate, Optimize & Deploy: 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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