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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


  • E

    EDUCBA

    Azure Networking Fundamentals

    Skills you'll gain: Network Architecture, Network Monitoring, Load Balancing, Network Planning And Design, Virtual Networking, Microsoft Azure, Network Troubleshooting, Network Infrastructure, Network Administration, Scalability, Network Security, Computer Networking, Firewall, Virtual Private Networks (VPN), Network Routing, Virtual Machines

    4.4
    Rating, 4.4 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    KodeKloud

    Git Basics for DevOps

    Skills you'll gain: Git (Version Control System), GitHub, Version Control, Collaborative Software, DevOps, Linux, Open Source Technology

    4.8
    Rating, 4.8 out of 5 stars
    ·
    33 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    AI & Predictive Analytics with Python

    Skills you'll gain: Unsupervised Learning, Predictive Modeling, Supervised Learning, Model Evaluation, Applied Machine Learning, Predictive Analytics, Random Forest Algorithm, Text Mining, Classification Algorithms, Natural Language Processing, Machine Learning Algorithms, Artificial Intelligence, Computational Logic, Python Programming, Data Science, Unstructured Data, Data Preprocessing, Algorithms

    Mixed · Course · 1 - 4 Weeks

  • T

    The State University of New York

    Advanced Information Literacy

    Skills you'll gain: digital literacy, Information Management, Literacy, Lifelong Learning, Critical Thinking, Investigation, Intellectual Property, Planning, Communication, Content Management, Reliability, Constructive Feedback, Data Access, Style Guides

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Engineering Genetic Circuits: Design

    Skills you'll gain: Biological Engineering, Molecular Biology, Biotechnology, Electrical Engineering, Engineering Design Process, Biochemistry, Cell Biology, Technical Design, Research Design, Biology, Computational Logic, Laboratory Experience, Technical Standard

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of London

    C++ Programming: Classes and Data

    Skills you'll gain: C++ (Programming Language), Object Oriented Programming (OOP), C and C++, File I/O, Programming Principles, Data Structures

    Build toward a degree

    4.8
    Rating, 4.8 out of 5 stars
    ·
    64 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    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
    ·
    41 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 4

    Skills you'll gain: Music Performance, Instrumental Music, Music History, Classical Music, Performing Arts, Music, Music Theory

    4.9
    Rating, 4.9 out of 5 stars
    ·
    66 reviews

    Intermediate · Course · 1 - 3 Months

  • A

    AI Business School

    AI for HR

    Skills you'll gain: Prompt Engineering, AI Personalization, Agentic Workflows, Generative AI, Responsible AI, Risk Management, HR Tech, AI Workflows, ChatGPT, Generative AI Agents, AI Enablement, Human Resources, Human Resource Strategy, Large Language Modeling, Productivity, Artificial Intelligence, LLM Application, Innovation, Content Creation, Ideation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    21 reviews

    Beginner · Specialization · 1 - 3 Months

  • A

    Alberta Machine Intelligence Institute

    Building and Deploying Generative AI Models

    Skills you'll gain: Generative AI Agents, Generative AI, Generative Model Architectures, LangChain, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Model Deployment, Prompt Engineering, Google Cloud Platform, PyTorch (Machine Learning Library), System Monitoring, Embeddings, Deep Learning, Transfer Learning, Model Evaluation, Development Environment, Natural Language Processing, Vector Databases

    Intermediate · Course · 1 - 4 Weeks

  • E

    Epic Games

    User Interface in Game Design

    Skills you'll gain: Unreal Engine, User Interface (UI), User Interface (UI) Design, UI Components, Game Design, Video Game Development, User Interface and User Experience (UI/UX) Design, Software Design, User Experience, Usability, Programming Principles, Mockups, Prototyping

    3.4
    Rating, 3.4 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Azure Networking Fundamentals: EDUCBA
  • Git Basics for DevOps: KodeKloud
  • AI & Predictive Analytics with Python: EDUCBA
  • Advanced Information Literacy: The State University of New York
  • Engineering Genetic Circuits: Design: University of Colorado Boulder
  • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
  • C++ Programming: Classes and Data: University of London
  • Sustainable Textile Manufacturing: Politecnico di Milano
  • Exploring Beethoven's Piano Sonatas Part 4: Curtis Institute of Music
  • AI for HR: AI Business School

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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