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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


  • Status: Free Trial
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    Pearson

    A+ Core 1 V15 - Pearson Cert Prep: Unit 2

    Skills you'll gain: Network Troubleshooting, Network Protocols, General Networking, Network Administration, Network Security, Networking Hardware, TCP/IP, Computer Networking, Wireless Networks, Local Area Networks, Virtual Private Networks (VPN), Network Routers, Firewall, OSI Models, Virtual Local Area Network (VLAN), Routing Protocols, Servers, Network Switches, Dynamic Host Configuration Protocol (DHCP), System Configuration

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Agile Product Owner Level 1 – Certification & Mock Exams

    Skills you'll gain: AI Product Strategy, Project Estimation, Agile Product Development, Jira (Software), Agile Methodology, Estimation, Backlogs, Agile Software Development, Agile Project Management, Sprint Planning, Project Management Software, ChatGPT, AI Enablement

    Intermediate · Course · 3 - 6 Months

  • Status: Preview
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    The State University of New York

    Career Foundations: A Toolkit to Build Your Future

    Skills you'll gain: Collaboration, Teamwork, Adaptability, Verbal Communication Skills, Critical Thinking, Communication, Creative Thinking, Emotional Intelligence, Resilience, Problem Solving, Analytical Skills, Innovation, Accountability, Motivational Skills, Team Motivation, Logical Reasoning, Organizational Skills, Decision Making, Human Resources, Time Management

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Skillshare

    Video Editing Efficiency: Enhance Your Editing Workflow

    Skills you'll gain: Data Storage, Data Storage Technologies, Video Editing, Data Maintenance, Editing, Video Production, File Management, Cloud Storage, Data Management, Post-Production, Data Loss Prevention

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
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    Logical Operations

    Microsoft PowerPoint for Office 365: Part 1

    Skills you'll gain: Microsoft PowerPoint, Presentations, Editing, Microsoft 365, Multimedia, Graphic and Visual Design, Graphics Software, Productivity Software, Data Visualization, User Interface (UI)

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Preparing Text for AI Models

    Skills you'll gain: Data Ethics, Data Validation, Generative AI, Prompt Engineering, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Text Mining, Data Processing, Hugging Face, Data Collection, Token Optimization, Unstructured Data, Fine-tuning, Data Transformation, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    Coursera

    Data Management: Dictionaries, Quality and Communication

    Skills you'll gain: Data Dictionary, Data Quality, Data Management, Data Cleansing, Data Validation, Data Governance, Data Maintenance, Data Integrity, Case Studies, Disaster Recovery, Communication Strategies, Stakeholder Communications, Cross-Functional Collaboration

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Linux Server Administration Made Easy with Hands-On Training

    Skills you'll gain: Linux Servers, Linux Administration, Command-Line Interface, Bash (Scripting Language), Apache, Performance Tuning, Operating System Administration, Shell Script, Linux Commands, Web Servers, Server Administration, Unix Shell, Systems Administration, System Monitoring, Network Monitoring, Scripting, Servers, Unix Commands, Application Servers, File Systems

    Intermediate · Course · 1 - 3 Months

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    Packt

    Software Security Testing

    Skills you'll gain: Software Testing, Business Logic, Test Tools, Cryptography, Cybersecurity, Identity and Access Management, Authentications, Vulnerability Assessments, Encryption, Data Validation, Network Protocols

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
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    Coursera

    Setup Python Geo Stack

    Skills you'll gain: Verification And Validation, Spatial Data Analysis, Virtual Environment, Geospatial Information and Technology, Development Environment, Geographic Information Systems, Software Installation, Debugging, Package and Software Management, Software Versioning, Dependency Analysis, Pandas (Python Package), Environment, Scripting, Python Programming, Environmental Regulations, Cross-Channel Marketing

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    VMware VCP-DCV (Updated for vSphere 7)

    Skills you'll gain: vSphere Networking and Storage, vSphere DRS & HA, vCenter Server Management, Cloud Infrastructure, VMware vSAN, vCenter Server, Storage vMotion, Virtual Networking, Cloud Computing Architecture, Virtualization, Software-Defined Data Center (SDDC), Virtual Machines, ESXi Installation, iSCSI Configuration, Virtualization and Virtual Machines, Infrastructure Architecture, Cloud Computing, Containerization, Network Monitoring, Memory Management

    Intermediate · Specialization · 1 - 3 Months

  • Status: Preview
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    O.P. Jindal Global University

    Predictive Analytics and Forecasting

    Skills you'll gain: Data Mining, Predictive Modeling, Predictive Analytics, Advanced Analytics, Business Analytics, Dimensionality Reduction, Forecasting, Data-Driven Decision-Making, Customer Analysis, Regression Analysis, Demand Planning, Classification Algorithms, Marketing Analytics, Customer Insights, Logistic Regression, Market Analysis, Unsupervised Learning, Decision Tree Learning, Artificial Neural Networks, Correlation Analysis

    Build toward a degree

    Mixed · Course · 3 - 6 Months

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

  • A+ Core 1 V15 - Pearson Cert Prep: Unit 2: Pearson
  • Agile Product Owner Level 1 – Certification & Mock Exams: Packt
  • Career Foundations: A Toolkit to Build Your Future: The State University of New York
  • Video Editing Efficiency: Enhance Your Editing Workflow: Skillshare
  • Microsoft PowerPoint for Office 365: Part 1: Logical Operations
  • Preparing Text for AI Models: Coursera
  • Data Management: Dictionaries, Quality and Communication: Coursera
  • Linux Server Administration Made Easy with Hands-On Training: Packt
  • Software Security Testing: Packt
  • Setup Python Geo Stack: Coursera

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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