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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    University of London

    CSS: Web Page Layout - Usability and Accessibility

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Web Content Accessibility Guidelines, HTML and CSS, Web Design, Frontend Performance, Usability, Web Design and Development, User Interface (UI), Usability Testing, Animations

    Beginner · Course · 1 - 4 Weeks

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    Alberta Machine Intelligence Institute

    Demystifying GenAI: Concepts and Applications

    Skills you'll gain: Generative AI, AI Enablement, AI Product Strategy, Case Studies, Artificial Intelligence, LLM Application, Responsible AI, Data Ethics, Trend Analysis

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Conducting Exploratory Data Analysis

    Skills you'll gain: Matplotlib, Seaborn, Exploratory Data Analysis, Data Visualization, Pandas (Python Package), Plot (Graphics), Statistical Visualization, Data Visualization Software, Scatter Plots, Data Analysis, Box Plots, Python Programming

    Intermediate · Guided Project · Less Than 2 Hours

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    Starweaver

    Manufacturing Systems Analysis: A Comprehensive Guide

    Skills you'll gain: Lean Manufacturing, Lean Six Sigma, Manufacturing Operations, Process Improvement, Process Optimization, Production Planning, Organizational Strategy, Key Performance Indicators (KPIs), Production Management, Manufacturing Processes, Strategic Leadership, Continuous Improvement Process, Operational Analysis, Performance Measurement, Automation Engineering, Change Management, Systems Analysis, Simulation and Simulation Software, Sustainable Business, Operations Research

    4.3
    Rating, 4.3 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Agentic AI Content for Practitioners: Marketing

    Skills you'll gain: Prompt Engineering, Marketing Automation, AI Personalization, Marketing Effectiveness, Marketing, Content Marketing, Marketing Strategies, MarTech, Advertising Campaigns, Agentic Workflows, AI Enablement, Marketing Analytics, Customer Relationship Management, Data-Driven Decision-Making, Social Media Management, Customer experience improvement

    Intermediate · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Formal Languages and Applications

    Skills you'll gain: Theoretical Computer Science, Computer Programming, Pseudocode, Algorithms, Computer Science, Formal Learning, Software Engineering, Program Development, Data Science, Analysis, Debugging, Technical Analysis

    Intermediate · Course · 1 - 3 Months

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    Packt

    VMware VCP-DCV (Updated for vSphere 7)

    Skills you'll gain: vSphere Networking and Storage, vSphere DRS & HA, Cloud Infrastructure, VMware vSAN, vCenter Server, Storage vMotion, Virtual Networking, Virtualization, Software-Defined Data Center (SDDC), Virtual Machines, iSCSI Configuration, vCenter Server Management, Virtualization and Virtual Machines, Cloud Computing, Containerization, Network Administration, Servers, Data Storage Technologies, Network Security, Capacity Management

    Intermediate · Specialization · 1 - 3 Months

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    Whizlabs

    Design and Implement Processes and Communications

    Skills you'll gain: Azure DevOps, DevOps, Agile Methodology, Continuous Delivery, Collaborative Software, CI/CD, Microsoft Azure, Software Development, Application Performance Management, Version Control

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Ansible From Basics to Guru

    Skills you'll gain: Ansible, Kubernetes, Virtual Machines, Devops Tools, Containerization, IT Automation, Docker (Software), Virtualization and Virtual Machines, Automation, Amazon Web Services, File Management, Microsoft Azure, DevOps, Linux Servers, Operating System Administration, YAML, Windows Servers, Microsoft Windows, Infrastructure as Code (IaC), Web Servers

    Intermediate · Specialization · 1 - 4 Weeks

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    LearnKartS

    Google Analytics Course: Track, Analyze & Grow

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Looker (Software), Real Time Data, Analytics, Data Analysis, Customer Insights, Dashboard, Target Audience, Campaign Management, Customer Retention, E-Commerce

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Classify Images with TensorFlow Convolutional Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Data Collection, Image Analysis, Artificial Neural Networks, Deep Learning, Computer Vision, Model Evaluation, Google Cloud Platform, Cloud Computing, Scientific Visualization

    Beginner · Project · Less Than 2 Hours

  • G

    Google Cloud

    User Authentication: Identity-Aware Proxy

    Skills you'll gain: Google App Engine, Authentications, Application Deployment, Identity and Access Management, Google Cloud Platform, Cloud Applications, Authorization (Computing), User Accounts, Cryptography, Python Programming

    Beginner · Project · Less Than 2 Hours

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

  • CSS: Web Page Layout - Usability and Accessibility: University of London
  • Demystifying GenAI: Concepts and Applications: Alberta Machine Intelligence Institute
  • Conducting Exploratory Data Analysis: Coursera
  • Manufacturing Systems Analysis: A Comprehensive Guide : Starweaver
  • Agentic AI Content for Practitioners: Marketing: Coursera
  • Formal Languages and Applications: Birla Institute of Technology & Science, Pilani
  • VMware VCP-DCV (Updated for vSphere 7): Packt
  • Design and Implement Processes and Communications: Whizlabs
  • Ansible From Basics to Guru: Pearson
  • Google Analytics Course: Track, Analyze & Grow: LearnKartS

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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