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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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    Simplilearn

    Advanced Prompt Engineering Course

    Skills you'll gain: Prompt Patterns, Prompt Engineering Tools, LangChain, Retrieval-Augmented Generation, Generative AI, AI Workflows, LLM Application, Large Language Modeling, OpenAI API, Data Synthesis

    Beginner · Course · 1 - 4 Weeks

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    Pontificia Universidad Católica de Chile

    Bienvenidos al español: A1.2

    Skills you'll gain: Language Learning, Spanish Language, Language Competency, Oral Expression, Oral Comprehension, Vocabulary, Grammar

    4.9
    Rating, 4.9 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

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    Arizona State University

    Assessing Achievement with the ELL in Mind

    Skills you'll gain: Instructional and Curriculum Design, Instructional Strategies, Differentiated Instruction, English Language, Student Engagement, Language Learning, Cultural Sensitivity

    4.5
    Rating, 4.5 out of 5 stars
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    92 reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Building, Evaluating, and Operationalizing ML Models

    Skills you'll gain: Model Evaluation, Model Deployment, Data Preprocessing, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    AI-Enhanced Content Creation:Elevate Copywriting with Humata

    Skills you'll gain: Prompt Engineering, Target Audience, Blogs, Marketing Psychology, Online Advertising, Copywriting, Advertising, Generative AI, Content Creation, Social Media Content

    4.1
    Rating, 4.1 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    Nanjing University

    网络课程与学习评价

    Skills you'll gain: Learning Management Systems, Course Development, Education Software and Technology, Digital pedagogy, Higher Education, Innovation, Learning Theory, Human Learning, Curriculum Development, Creativity, Digital Transformation, Emerging Technologies, Culture, Information Technology

    5
    Rating, 5 out of 5 stars
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    11 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Create a Virtual Private Cloud (VPC) Using AWS

    Skills you'll gain: Virtual Machines, Virtual Private Networks (VPN), Cloud Security, Public Cloud, Amazon Web Services, Scalability, Virtual Networking, Private Cloud, Amazon Elastic Compute Cloud, Cloud Computing, Cloud Infrastructure

    4.4
    Rating, 4.4 out of 5 stars
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    166 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Arizona State University

    Introduction to Python

    Skills you'll gain: Integrated Development Environments, Python Programming, Programming Principles, File I/O, Scripting, Software Engineering, Computer Programming, Computer Engineering, Data Structures

    4.3
    Rating, 4.3 out of 5 stars
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    34 reviews

    Beginner · Course · 1 - 3 Months

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    Duke University

    Data Science with NumPy, Sets, and Dictionaries

    Skills you'll gain: NumPy, Data Structures, Data Analysis, Object Oriented Programming (OOP), Exploratory Data Analysis, Image Analysis, Data Science, Data Transformation, Data Manipulation, Big Data, Performance Tuning, Python Programming, Data Import/Export

    3.9
    Rating, 3.9 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Réseaux neuronaux convolutifs

    Skills you'll gain: Convolutional Neural Networks, Computer Vision, Keras (Neural Network Library), Image Analysis, Deep Learning, Transfer Learning, Artificial Neural Networks, Tensorflow, Dimensionality Reduction, Network Architecture, Data Preprocessing, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Data Science Model Deployments and Cloud Computing on GCP

    Skills you'll gain: Docker (Software), CI/CD, Model Deployment, Cloud Deployment, Cloud Development, Application Performance Management, Google App Engine

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Strategically Build and Engage Your Network on LinkedIn

    Skills you'll gain: LinkedIn, Drive Engagement, Content Creation, Professional Networking, Digital Publishing, Social Media, Relationship Building, Branding, Professional Development

    4.5
    Rating, 4.5 out of 5 stars
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    364 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Advanced Prompt Engineering Course: Simplilearn
  • Bienvenidos al español: A1.2: Pontificia Universidad Católica de Chile
  • Assessing Achievement with the ELL in Mind: Arizona State University
  • Building, Evaluating, and Operationalizing ML Models: Packt
  • AI-Enhanced Content Creation:Elevate Copywriting with Humata: Coursera
  • 网络课程与学习评价: Nanjing University
  • Create a Virtual Private Cloud (VPC) Using AWS: Coursera
  • Introduction to Python: Arizona State University
  • Data Science with NumPy, Sets, and Dictionaries: Duke University
  • Réseaux neuronaux convolutifs: DeepLearning.AI

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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