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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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    Edureka

    Protecting and Managing APIs

    Skills you'll gain: API Gateway, Authentications, Application Programming Interface (API), OAuth, API Design, Cloud API, Authorization (Computing), Secure Coding, API Testing, Restful API, Threat Modeling, Application Security, Data Security, Distributed Denial-Of-Service (DDoS) Attacks, Identity and Access Management, Encryption, Prometheus (Software), Flask (Web Framework), Grafana, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    AI Business School

    AI agents and creator tools for management professionals

    Skills you'll gain: Agentic Workflows, AI Workflows, Productivity, AI Orchestration, AI Personalization, AI Enablement, Responsible AI, Business Analysis, Business Technologies, Innovation, ChatGPT, Operational Efficiency, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Configuring and Managing Security Operations in Azure

    Skills you'll gain: Vulnerability Scanning, Microsoft Azure, Vulnerability Assessments, Cloud Security, Continuous Monitoring, Key Management, System Monitoring, Security Controls, Security Information and Event Management (SIEM), Incident Response, Security Management, Hybrid Cloud Computing, Multi-Cloud, Incident Management, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Provisioning an Apigee X Evaluation Organization

    Skills you'll gain: Cloud API, Application Programming Interface (API), Google Cloud Platform, Virtual Machines, User Provisioning, Proxy Servers, Virtual Networking

    Beginner · Project · Less Than 2 Hours

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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 9

    Skills you'll gain: Linux Administration, Linux, Linux Servers, Linux Commands, Operating System Administration, User Acceptance Testing (UAT), Systems Administration, System Testing, Command-Line Interface, System Configuration, Service Management, User Accounts, File Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intro to Git

    Skills you'll gain: GitHub, Git (Version Control System), Version Control, Collaborative Software, Software Versioning, Software Development Tools, Command-Line Interface

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Intro to NumPy

    Skills you'll gain: NumPy, Scientific Visualization, Data Visualization, Jupyter, Time Series Analysis and Forecasting, Graphing, Data Structures, Python Programming, Numerical Analysis, Data Manipulation, Mathematical Software, Data Analysis

    Beginner · 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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    Board Infinity

    SOP Writing Mastery: Craft Statements That Stand Out

    Skills you'll gain: Storytelling, Continuous Improvement Process, Writing, Constructive Feedback, Concision, Intercultural Competence, Editing, Self-Awareness, Adaptability, Generative AI Agents

    Beginner · Course · 1 - 4 Weeks

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    Institut Mines-Télécom

    SCHC : A new era of interoperability

    Skills you'll gain: Internet Of Things, Network Protocols, Embedded Software, Interoperability, Digital Communications, Telecommunications, Network Analysis, Virtual Machines

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Predictive Analytics Model for Term Deposit Investment

    Skills you'll gain: Classification And Regression Tree (CART), Model Evaluation, Predictive Analytics, Predictive Modeling, Decision Tree Learning, Data Preprocessing, Data-Driven Decision-Making, Marketing Analytics, Feature Engineering, Classification Algorithms, Financial Forecasting, Performance Tuning

    Mixed · Course · 1 - 4 Weeks

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    AI Business School

    AI agents and creator tools for customer care professionals

    Skills you'll gain: Agentic Workflows, AI Workflows, Generative AI Agents, Productivity, Workflow Management, No-Code Development, AI Orchestration, AI Enablement, AI Personalization, Self Service Technologies, Artificial Intelligence, Generative AI, Customer Service, Digital Transformation, Automation, Operational Efficiency, Responsible AI, Innovation, Initiative and Leadership

    Intermediate · Course · 1 - 4 Weeks

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

  • Protecting and Managing APIs: Edureka
  • AI agents and creator tools for management professionals: AI Business School
  • Configuring and Managing Security Operations in Azure: Packt
  • Provisioning an Apigee X Evaluation Organization: Google Cloud
  • Linux Foundation Certified System Administrator (LFCS): Unit 9: Pearson
  • Intro to Git: Packt
  • Intro to NumPy: Packt
  • Linux Foundation Certified System Administrator (LFCS): Unit 4: Pearson
  • SOP Writing Mastery: Craft Statements That Stand Out: Board Infinity
  • SCHC : A new era of interoperability: Institut Mines-Télécom

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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