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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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    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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    Pearson

    CompTIA Linux+ XK0-005: Unit 2

    Skills you'll gain: Linux Administration, User Accounts, Operating System Administration, Linux, File Systems, Systems Administration, Authorization (Computing), Security Controls, Data Storage, Identity and Access Management, File Management, System Configuration, Data Storage Technologies

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Linux Crash Course for Beginners - 2023

    Skills you'll gain: System Monitoring, Shell Script, Bash (Scripting Language), Unix Shell, User Accounts, Linux Commands, Network Monitoring, Linux, Systems Administration, Linux Administration, Operating System Administration, Unix, Ubuntu, Unix Commands, Network Troubleshooting, System Configuration, File Management, File Systems, Command-Line Interface, Red Hat Enterprise Linux

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Blender 4 - Geometry Nodes for Beginners

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Design

    Beginner · Course · 1 - 3 Months

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    Packt

    Nmap

    Skills you'll gain: Vulnerability Scanning, Network Security, Network Administration, Network Protocols, Network Analysis, TCP/IP, File Transfer Protocol (FTP), Software Installation, Ubuntu, Command-Line Interface, Open Source Technology

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Simplest Guide™ to Base SAS & Advanced SAS

    Skills you'll gain: SAS (Software), Data Visualization, Data Manipulation, Data Analysis, Data Import/Export, Data Visualization Software, SQL, Statistical Analysis, Data Cleansing, Data Transformation, Exploratory Data Analysis

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Predictive Models: Build, Explore Data & Deploy

    Skills you'll gain: Model Evaluation, Data Preprocessing, Model Deployment, Risk Modeling, Logistic Regression, Statistical Analysis, Performance Metric

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Red Hat Linux: Configure, Manage & Optimize

    Skills you'll gain: Linux, Linux Administration, Red Hat Enterprise Linux, File Systems, Scripting, Linux Servers, Shell Script, System Configuration, Linux Commands, Unix Shell, Unix Commands, Systems Administration, Web Servers, System Monitoring, Command-Line Interface, OS Process Management, Performance Tuning, Service Management, User Accounts

    Mixed · Course · 1 - 4 Weeks

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    Pearson

    Strategic Monoliths and Microservices

    Skills you'll gain: Software Architecture, Solution Architecture, Business Architecture, Enterprise Architecture, Microservices, Cloud Computing Architecture, Service Oriented Architecture, Software Design, Business Process Modeling, Software Design Patterns, Technology Strategies, Process Design, Event-Driven Programming, Serverless Computing, Digital Transformation, Agile Software Development, Scalability, Distributed Computing, Restful API, Innovation

    Intermediate · Course · 1 - 3 Months

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    Packt

    Unreal Engine 5 – Create A Zombie Survivor FPS Game

    Skills you'll gain: Unreal Engine, Animation and Game Design, Video Game Development, 3D Assets, Game Design, Development Testing, Artificial Intelligence, User Interface (UI), Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Zabbix: Configure, Monitor & Secure IT Systems

    Skills you'll gain: System Monitoring, Event Monitoring, System Configuration, Linux Servers, Virtual Machines, TCP/IP, Security Controls, Apache, Windows Servers, Software Installation, MySQL

    Mixed · Course · 1 - 4 Weeks

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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
  • Affinity Photo: Beyond the Basics – Pro Compositing: Skillshare
  • CompTIA Linux+ XK0-005: Unit 2: Pearson
  • Linux Crash Course for Beginners - 2023: Packt
  • Blender 4 - Geometry Nodes for Beginners: Packt
  • Nmap: Packt
  • The Simplest Guide™ to Base SAS & Advanced SAS: Packt
  • Predictive Models: Build, Explore Data & Deploy: EDUCBA
  • Red Hat Linux: Configure, Manage & Optimize: EDUCBA
  • Strategic Monoliths and Microservices: 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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