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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

    Explore and Visualize Data the Python Way

    Skills you'll gain: Data Storytelling, Data Presentation, Plotly, Matplotlib, Exploratory Data Analysis, Plot (Graphics), Data Visualization, Interactive Data Visualization, Data Visualization Software, Statistical Visualization, Seaborn, Data Analysis, Box Plots, Descriptive Statistics, Jupyter, Data Science, Anomaly Detection, Python Programming, GitHub

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Windows Admin Center

    Skills you'll gain: Operating System Administration, User Accounts, Cloud Management, Security Controls, File Management, UI Components

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master Unity Maze Games: Design, Build & Optimize

    Skills you'll gain: Unity Engine, Game Design, Video Game Development, Performance Tuning, UI Components, Program Development, Object Oriented Programming (OOP), System Configuration, C# (Programming Language), Data Structures, Scripting

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Java Core Review and Interview Guide

    Skills you'll gain: Object Oriented Design, Software Design Patterns, Functional Design, Maintainability

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Responsible AI for Developers: Fairness & Bias - Español

    Skills you'll gain: Responsible AI, Data Ethics, Google Cloud Platform, Artificial Intelligence, AI Product Strategy, Open Source Technology, Machine Learning Methods, Model Evaluation, Data Preprocessing, Data Quality

    Intermediate · Course · 1 - 3 Months

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    Packt

    MS Teams – Security, Compliance, and Advanced Administration

    Skills you'll gain: Microsoft Teams, Data Loss Prevention, Data Governance, Compliance Management, Role-Based Access Control (RBAC), Collaborative Software, Windows PowerShell, Security Management, Identity and Access Management, System Monitoring, System Configuration, Event Monitoring, Legal Technology

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    CertNexus Certified IoT Practitioner (ITP-110)

    Skills you'll gain: Internet Of Things, General Networking, Wireless Networks, Cybersecurity, Systems Integration, Interoperability, Emerging Technologies, Software Development Life Cycle, Safety and Security, Systems Development Life Cycle, Systems Design, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Govern Your GenAI Data Safely

    Skills you'll gain: Data Governance, Role-Based Access Control (RBAC), Responsible AI, Governance, Data Management, Generative AI, Metadata Management, AI Security, Data Quality, Data Access, Identity and Access Management, Benchmarking, Data Security, SQL, Quality Assurance and Control

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    NumPy & Pandas: Analyze & Manage Retail Data

    Skills you'll gain: Data Import/Export, NumPy, Pandas (Python Package), Pivot Tables And Charts, Business Reporting, Data Manipulation, Analytics, Data Processing, Management Reporting, Data Wrangling, Business Analytics, Data Cleansing, Data Analysis, Data Transformation, Statistical Analysis, Data Management, Descriptive Statistics, Linear Algebra

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Getting Technical with the Terminal

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Windows Terminal Skills

    Skills you'll gain: User Interface (UI), User Interface and User Experience (UI/UX) Design

    Beginner · Course · 1 - 3 Months

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    Packt

    JavaScript in Modern Web Development

    Skills you'll gain: React.js, Full-Stack Web Development, UI Components, Node.JS, Application Deployment, Javascript, Web Applications, Front-End Web Development, Web Development Tools, Event-Driven Programming, Back-End Web Development, Context Management, Data Persistence, Animations

    Intermediate · Course · 3 - 6 Months

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

  • Explore and Visualize Data the Python Way: Coursera
  • Windows Admin Center: Packt
  • Master Unity Maze Games: Design, Build & Optimize: EDUCBA
  • Java Core Review and Interview Guide: Packt
  • Responsible AI for Developers: Fairness & Bias - Español: Google Cloud
  • MS Teams – Security, Compliance, and Advanced Administration: Packt
  • CertNexus Certified IoT Practitioner (ITP-110): Packt
  • Govern Your GenAI Data Safely: Coursera
  • NumPy & Pandas: Analyze & Manage Retail Data: EDUCBA
  • Getting Technical with the Terminal: 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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