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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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    U

    Universidade de São Paulo

    Processamento Neural de Linguagem Natural em Português I

    Skills you'll gain: Recurrent Neural Networks (RNNs), Natural Language Processing, Artificial Neural Networks, Tensorflow, Python Programming, Embeddings, Applied Machine Learning, Classification Algorithms, Deep Learning

    4.4
    Rating, 4.4 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Build AI Apps Like a Pro: No-Code Tools for Beginners

    Skills you'll gain: User Story, Prompt Engineering, No-Code Development, User Feedback, Technical Communication, Application Deployment, AI Security, Performance Tuning, Data Wrangling, Version Control, Business Process Automation, API Testing, LLM Application, DevSecOps, Site Reliability Engineering, Integration Testing, Application Security, Application Programming Interface (API), Agile Methodology, Data Integration

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of California San Diego

    Biology Meets Programming: Bioinformatics for Beginners

    Skills you'll gain: Bioinformatics, Programming Principles, Python Programming, Computational Thinking, Biology, Data Structures

    4.2
    Rating, 4.2 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    University of California, Davis

    Computational Social Science Methods

    Skills you'll gain: Social Network Analysis, Social Sciences, Network Analysis, Social Studies, Data Science, Machine Learning, Computational Thinking, Artificial Intelligence, Data Analysis, Simulations, Big Data, Digital Transformation, Predictive Modeling

    4.7
    Rating, 4.7 out of 5 stars
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    350 reviews

    Beginner · Course · 1 - 4 Weeks

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    CertNexus

    CyberSec First Responder – Advanced (CFR-A): Exam CFA-110

    Skills you'll gain: Exploitation techniques, Penetration Testing, Cyber Attacks, Cyber Security Assessment, Cybersecurity, Event Monitoring, Vulnerability Management, Vulnerability, Continuous Monitoring, Data Security, Network Security, Analysis, Criminal Investigation and Forensics, System Monitoring, System Configuration, Network Monitoring, Bash (Scripting Language), Scripting, Linux, Python Programming

    Advanced · Specialization · 1 - 3 Months

  • T

    The University of Edinburgh

    The Truth About Cats and Dogs

    Skills you'll gain: Applied Behavior Analysis, Behavior Management, Cultural Diversity, General Science and Research, Scientific Methods, Caregiving, Non-Verbal Communication, Ethical Standards And Conduct, Research, Biology

    4.8
    Rating, 4.8 out of 5 stars
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    2.4K reviews

    Mixed · Course · 1 - 3 Months

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    University of Michigan

    Capstone: Retrieving, Processing, and Visualizing Data with Python

    Skills you'll gain: Data Processing, Data Visualization, Interactive Data Visualization, Data Cleansing, Data Collection, Data Visualization Software, Python Programming, Exploratory Data Analysis, Algorithms, Data Analysis, Web Scraping, Email Automation

    4.7
    Rating, 4.7 out of 5 stars
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    14K reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    HMI Design and Intermediate PLC Programming

    Skills you'll gain: Programmable Logic Controllers, Animations, Human Machine Interfaces, Control Systems, Visualization (Computer Graphics), Control Panels, Test Tools, Interactive Design, Electrical Wiring, Automation Engineering, Simulations, User Interface (UI) Design, User Feedback, System Configuration

    Intermediate · Course · 1 - 3 Months

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    2

    28DIGITAL

    Data Science for Business Innovation

    Skills you'll gain: Data Strategy, Data-Driven Decision-Making, Big Data, Data Science, NoSQL, Data Modeling, Data Storage Technologies, Analytics, Business Analytics, Data Analysis, Risking, Machine Learning, Unsupervised Learning, Regression Analysis, Descriptive Analytics, Supervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Classification Algorithms

    4.3
    Rating, 4.3 out of 5 stars
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    271 reviews

    Beginner · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Cisco Collaboration Foundations

    Skills you'll gain: Cloud Deployment, Identity and Access Management, Active Directory, Network Troubleshooting

    Beginner · Course · 1 - 4 Weeks

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    U

    Universidad de Palermo

    Psicología del Aprendizaje

    Skills you'll gain: Student-Centred Learning, Human Learning, Learning Theory, Behavior Management, Psychology, Formal Learning, Applied Behavior Analysis, Education and Training, Student Engagement, Learning Strategies, Social Sciences, Sociology, Childhood Education and Development

    4.9
    Rating, 4.9 out of 5 stars
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    372 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Copilot Studio

    Skills you'll gain: Prompt Engineering, Microsoft Copilot, AI Workflows, AI Enablement, Generative AI Agents, Model Deployment, No-Code Development, Performance Tuning, Business Logic, Application Deployment, Scalability, Data Integration, User Feedback

    Intermediate · Course · 1 - 4 Weeks

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

  • Processamento Neural de Linguagem Natural em Português I: Universidade de São Paulo
  • Build AI Apps Like a Pro: No-Code Tools for Beginners: Coursera
  • Biology Meets Programming: Bioinformatics for Beginners: University of California San Diego
  • Computational Social Science Methods: University of California, Davis
  • CyberSec First Responder – Advanced (CFR-A): Exam CFA-110: CertNexus
  • The Truth About Cats and Dogs: The University of Edinburgh
  • Capstone: Retrieving, Processing, and Visualizing Data with Python: University of Michigan
  • HMI Design and Intermediate PLC Programming: Packt
  • Data Science for Business Innovation: 28DIGITAL
  • Cisco Collaboration Foundations: Cisco Learning and Certifications

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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