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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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    Politecnico di Milano

    Sustainable Textile Manufacturing

    Skills you'll gain: Sustainable Design, Sustainable Technologies, Sustainable Business, Strategic Sourcing, Manufacturing Processes, Production Process, Digital Transformation, Environment and Resource Management, Supply Chain Management, Case Studies

    4.3
    Rating, 4.3 out of 5 stars
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    39 reviews

    Beginner · Course · 1 - 3 Months

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    Indian Institute for Human Settlements

    Shaping Urban Futures

    Skills you'll gain: Innovation, Sustainable Development, Environmental Issue, Social Sciences, Policy Analysis, Climate Change Adaptation, Socioeconomics, Systems Thinking, Emerging Technologies, Technology Strategies, Research

    4.6
    Rating, 4.6 out of 5 stars
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    57 reviews

    Intermediate · Course · 1 - 3 Months

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    University of Colorado System

    Secure Networked System with Firewall and IDS

    Skills you'll gain: Firewall, Network Security, Intrusion Detection and Prevention, Information Systems Security, Security Controls, Network Monitoring, Threat Detection, Linux Administration, Linux

    4
    Rating, 4 out of 5 stars
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    60 reviews

    Intermediate · Course · 1 - 4 Weeks

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    LearnKartS

    Information Security Foundations

    Skills you'll gain: Threat Modeling, Identity and Access Management

    4.6
    Rating, 4.6 out of 5 stars
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    27 reviews

    Beginner · Course · 1 - 4 Weeks

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    L&T EduTech

    Fundamentals of Digital Design for VLSI Chip Design

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Application Specific Integrated Circuits, Computational Logic, Computer Architecture, Hardware Design, Electronic Hardware, Electronics Engineering, Electronics, Theoretical Computer Science, Programmable Logic Controllers, Microarchitecture, Electronic Systems, Semiconductors, Electronic Components, Data Storage, Data Storage Technologies

    4.5
    Rating, 4.5 out of 5 stars
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    124 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Sampling People, Networks and Records

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Quantitative Research, Statistical Methods, Statistical Analysis, Statistical Software, Probability & Statistics, Probability, Network Analysis

    4.3
    Rating, 4.3 out of 5 stars
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    106 reviews

    Beginner · Course · 1 - 3 Months

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    Lund University

    Introduction to Particle Accelerators (NPAP MOOC)

    Skills you'll gain: Engineering, Scientific, and Technical Instruments, Radiation Therapy, Medical Equipment, Materials science, Semiconductors, electromagnetics, Physics, Emerging Technologies, Laboratory Equipment, Electrical Engineering, Simulation and Simulation Software

    4.7
    Rating, 4.7 out of 5 stars
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    203 reviews

    Intermediate · Course · 1 - 3 Months

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    University of California San Diego

    Big Data - Capstone Project

    Skills you'll gain: Data Presentation, Data Processing, Big Data, Apache Spark, Splunk, Data Analysis, Unstructured Data, Data Storytelling, Analytics, Data Wrangling, Network Analysis, Classification Algorithms

    4.4
    Rating, 4.4 out of 5 stars
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    400 reviews

    Mixed · Course · 1 - 3 Months

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    Google Cloud

    Generate Personalized Email Content with BigQuery Continuous Queries and Gemini

    Skills you'll gain: Gemini, Email Automation, Google Cloud Platform, AI Personalization, Identity and Access Management, Test Data, Cloud-Based Integration, Model Deployment, Data Maintenance, Query Languages, SQL, Machine Learning

    Intermediate · Project · Less Than 2 Hours

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    Technion - Israel Institute of Technology

    Nanotechnology and Nanosensors, Part 2

    Skills you'll gain: Materials science, Semiconductors, Medical Devices, Healthcare 5.0, Biomedical Engineering, Chemistry, Analytical Testing, Laboratory Testing, Electrical Engineering, Analytical Chemistry, Chemical Engineering, Electronic Systems, Manufacturing Processes

    4.8
    Rating, 4.8 out of 5 stars
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    237 reviews

    Mixed · Course · 1 - 3 Months

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    University of Illinois Urbana-Champaign

    Advanced Topics in Artificial Intelligence

    Skills you'll gain: Responsible AI, Automation, Artificial Intelligence, Cloud Infrastructure, Infrastructure As A Service (IaaS)

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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    Pearson

    Programming Generative AI: Unit 1

    Skills you'll gain: Generative AI, PyTorch (Machine Learning Library), Generative Model Architectures, Multimodal Prompts, Artificial Neural Networks, Deep Learning, Large Language Modeling, Tensorflow, Convolutional Neural Networks

    Intermediate · Course · 1 - 4 Weeks

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

  • Sustainable Textile Manufacturing: Politecnico di Milano
  • Shaping Urban Futures: Indian Institute for Human Settlements
  • Secure Networked System with Firewall and IDS: University of Colorado System
  • Information Security Foundations: LearnKartS
  • Fundamentals of Digital Design for VLSI Chip Design: L&T EduTech
  • Sampling People, Networks and Records: University of Michigan
  • Introduction to Particle Accelerators (NPAP MOOC): Lund University
  • Big Data - Capstone Project: University of California San Diego
  • Generate Personalized Email Content with BigQuery Continuous Queries and Gemini: Google Cloud
  • Nanotechnology and Nanosensors, Part 2: Technion - Israel Institute of Technology

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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