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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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    Packt

    Advanced Git and GitHub – Optimization and Automation

    Skills you'll gain: Continuous Integration, Web Development Tools, Application Deployment, React.js, Hypertext Markup Language (HTML)

    Intermediate · Course · 1 - 3 Months

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    Skillshare

    Master RAW Editing in Affinity Photo

    Skills you'll gain: Photo Editing, Image Quality, Photography, Post-Production

    Beginner · Course · 1 - 3 Months

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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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    Packt

    The Beginners Cyber Security Awareness Training Course

    Skills you'll gain: Computer Security Awareness Training, Security Awareness, Cyber Attacks, Email Security, Cybersecurity, Malware Protection, Human Factors (Security), Encryption, Threat Detection, Multi-Factor Authentication, Internet Of Things, Information Privacy, Network Security, Personally Identifiable Information, Authentications, Data Security, Mobile Security, Identity and Access Management

    Beginner · Course · 3 - 6 Months

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    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Analytics, Business Analytics, Predictive Modeling, Minitab, Advanced Analytics, Statistical Modeling, Statistical Analysis, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

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    Microsoft

    Advanced Analytics & AI Optimization with Microsoft Fabric

    Skills you'll gain: Power BI, Microsoft Copilot, Cost Control, Data Lakes, Microsoft Azure, Data Architecture, Process Improvement and Optimization, Process Optimization, Performance Tuning, Real Time Data, Data Modeling, Enterprise Architecture, SQL, Natural Language Processing

    Intermediate · Course · 1 - 3 Months

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    Packt

    JTBD Playbook: Align Strategy with Customer Needs

    Skills you'll gain: Design Thinking, Customer experience strategy (CX), Agile Product Development, Product Strategy, Product Management, User Research, Service Design, Value Propositions, Product Roadmaps, Customer Insights, User Story, Innovation, Market Opportunities, Customer Retention, Growth Strategies, Market Analysis

    Intermediate · Course · 1 - 3 Months

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    Pearson

    CompTIA Linux+ XK0-005: Unit 5

    Skills you'll gain: File Systems, Linux Administration, Linux, Linux Commands, Computer Hardware, Data Storage, Operating System Administration, Hardware Architecture, Operating Systems, Systems Administration, System Configuration, Command-Line Interface, System Monitoring

    Intermediate · 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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    Packt

    OS Deployment (OSD) & Application Deployment

    Skills you'll gain: Application Deployment, Windows PowerShell, Operating System Administration, Software Installation, Operating Systems, Package and Software Management, Microsoft Windows, Continuous Deployment, System Configuration, IT Infrastructure, Simulations

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 4

    Skills you'll gain: Linux Administration, Linux, Linux Commands, Bash (Scripting Language), Linux Servers, Unix, Operating System Administration, Shell Script, Unix Shell, OS Process Management, Network Administration, Unix Commands, System Configuration, Command-Line Interface, System Monitoring, Operating Systems, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Simplilearn

    Kubernetes Training for Beginner

    Skills you'll gain: Cloud-Native Computing, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

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

  • Advanced Git and GitHub – Optimization and Automation: Packt
  • Master RAW Editing in Affinity Photo: Skillshare
  • Data Science Fundamentals Part 2: Unit 2: Pearson
  • The Beginners Cyber Security Awareness Training Course: Packt
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Advanced Analytics & AI Optimization with Microsoft Fabric: Microsoft
  • JTBD Playbook: Align Strategy with Customer Needs: Packt
  • CompTIA Linux+ XK0-005: Unit 5: Pearson
  • Propedéutico: Fundamentos para Posgrado en Negocios: Pontificia Universidad Católica del Perú
  • OS Deployment (OSD) & Application Deployment: 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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