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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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    Simplilearn

    Introduction to CNN Training

    Skills you'll gain: Convolutional Neural Networks, Image Analysis, Computer Vision, Deep Learning, Artificial Neural Networks, Model Evaluation, Data Preprocessing, Python Programming

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Foundations of Python Programming

    Skills you'll gain: Debugging, Program Development, Data Structures, Python Programming, Scripting, Programming Principles, Computer Programming, Scripting Languages

    Beginner · Course · 1 - 3 Months

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    L&T EduTech

    Introduction to Renewable Energy

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), Sustainable Architecture, Sustainable Development, Sustainable Technologies, Sustainability Reporting, Climate Change Mitigation, Corporate Sustainability, Energy and Utilities, Innovation, Environment, Transportation Operations, Architecture and Construction, Architectural Engineering

    4.7
    Rating, 4.7 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Python Interactive Dashboards with Plotly Dash

    Skills you'll gain: Plotly, Dashboard, Data Analysis, Interactive Data Visualization, Jupyter, HTML and CSS, UI Components, Financial Analysis, Data Visualization Software, Real Time Data, Python Programming, Data Structures

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Linux Foundation Certified System Administrator (LFCS)

    Skills you'll gain: Linux Administration, Ubuntu, Lightweight Directory Access Protocols, File Systems, Linux, Linux Commands, Bash (Scripting Language), Linux Servers, Firewall, Virtual Machines, Package and Software Management, Virtualization, Remote Access Systems, Unix, File Management, Operating System Administration, Unix Shell, Shell Script, Containerization, Git (Version Control System)

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 1 - 3 Months

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    SkillUp

    Networking and Migration in Azure

    Skills you'll gain: Load Balancing, Microsoft Azure, Virtual Networking, Network Architecture, Cloud Computing Architecture, General Networking, Firewall, Network Security, Cloud Management, IT Automation, Data Migration, Cloud Security, Virtualization and Virtual Machines, Performance Tuning, Scalability, Disaster Recovery

    5
    Rating, 5 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Program Communications Management in ClickUp

    Skills you'll gain: Program Management, Diagram Design, Project Management Software, Communication Planning, Agile Methodology, Technical Communication, Stakeholder Management

    4.9
    Rating, 4.9 out of 5 stars
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    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    LearnQuest

    Application Programming Fundamentals

    Skills you'll gain: Software Design Patterns, Object Oriented Programming (OOP), Object Oriented Design, Computational Thinking, Programming Principles, Algorithms, Software Architecture, Computer Programming, Python Programming, Model View Controller, Data Structures

    4.4
    Rating, 4.4 out of 5 stars
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    37 reviews

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Fundamentals of Management Consulting

    Skills you'll gain: Management Consulting, Business Consulting, Interviewing Skills, Estimation, Case Studies, Business Planning, Business Management, Business Strategy, Analysis, Complex Problem Solving

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Generative AI in Finance

    Skills you'll gain: Responsible AI, Fraud detection, Financial Analysis, Risk Modeling, Financial Regulations, Lending and Underwriting

    3.6
    Rating, 3.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Data Analytics with Python

    Skills you'll gain: Matplotlib, NumPy, Data Visualization, Python Programming, Pandas (Python Package), Data Analysis, Data Visualization Software, Scripting, Analytics, Data Manipulation, Real Time Data, Data Processing, Programming Principles, Data Transformation, Data Cleansing, Data Validation

    4.9
    Rating, 4.9 out of 5 stars
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    16 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Back-End Web Developers

    Skills you'll gain: Responsible AI, Database Management, Back-End Web Development, OpenAI API, Generative AI, Performance Tuning, API Design, Prompt Engineering, Application Programming Interface (API), Databases, Artificial Intelligence, Risk Management

    4.8
    Rating, 4.8 out of 5 stars
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    17 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Introduction to CNN Training: Simplilearn
  • Foundations of Python Programming: Packt
  • Introduction to Renewable Energy: L&T EduTech
  • Python Interactive Dashboards with Plotly Dash: Packt
  • Linux Foundation Certified System Administrator (LFCS): Pearson
  • Networking and Migration in Azure: SkillUp
  • Program Communications Management in ClickUp: Coursera
  • Application Programming Fundamentals: LearnQuest
  • Fundamentals of Management Consulting: Board Infinity
  • Generative AI in Finance: Board Infinity

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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