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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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    EDUCBA

    Pandas with Python: Analyze, Transform & Export Data

    Skills you'll gain: Pandas (Python Package), Pivot Tables And Charts, Data Manipulation, Time Series Analysis and Forecasting, Data Import/Export, Jupyter, Microsoft Excel, Data Transformation, Matplotlib, Data Analysis, NumPy, Data Cleansing

    Mixed · Course · 1 - 4 Weeks

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    Rice University

    Fundamentals of Computing

    Skills you'll gain: Computational Thinking, Event-Driven Programming, Algorithms, Combinatorics, Graph Theory, Programming Principles, Application Development, Object Oriented Programming (OOP), Data Structures, Probability, Computer Programming, Bioinformatics, Interactive Design, Program Development, Big Data, Python Programming, Data Analysis, User Interface (UI), Theoretical Computer Science, Computer Science

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    4.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Python GUI Calculators with Tkinter: Build & Implement

    Skills you'll gain: Integrated Development Environments, User Interface (UI), Jupyter, Application Development, Python Programming, Test Case, Debugging, Computational Logic

    Mixed · Course · 1 - 4 Weeks

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    University of Michigan

    Python Functions, Files, and Dictionaries

    Skills you'll gain: Data Import/Export, Python Programming, File Management, Functional Design, Programming Principles, Data Processing, Data Structures, Debugging

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    Rating, 4.8 out of 5 stars
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    5.4K reviews

    Beginner · Course · 1 - 3 Months

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    Pontificia Universidad Católica de Chile

    Hacia una práctica constructivista en el aula

    Skills you'll gain: Education Software and Technology, Teaching, Cultural Diversity, Instructional Design, Curriculum Development, Human Learning, Student-Centred Learning, Instructional Strategies, Learning Theory, Student Engagement, Interpersonal Communications

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    Rating, 4.9 out of 5 stars
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    1.6K reviews

    Mixed · Course · 1 - 3 Months

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    Simplilearn

    Introduction to Long Short Term Memory (LSTM) Training

    Skills you'll gain: Keras (Neural Network Library), Time Series Analysis and Forecasting, PyTorch (Machine Learning Library), Natural Language Processing, Tensorflow, Deep Learning, Artificial Neural Networks, Applied Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data & Modern Frontend Development

    Skills you'll gain: JSON, jQuery, Web Development Tools, Browser Compatibility, UI Components

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Unity Editor Scripting: Design & Customize Tools

    Skills you'll gain: Unity Engine, Event-Driven Programming, Software Development Tools, Game Design, User Interface (UI), Scripting, Software Design, Package and Software Management, Object Oriented Design, C# (Programming Language), Version Control, File Management

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Equity Capital Markets: Analyze & Forecast IPOs

    Skills you'll gain: Equities, Capital Markets, Investment Banking, Business Valuation, Financial Modeling, Global Marketing, Market Share, Financial Forecasting, Financial Analysis, Market Dynamics, Financial Statements, International Finance, Financial Regulations, Underwriting, Fundraising

    Mixed · Course · 1 - 3 Months

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    University of Michigan

    Data Mining in Python

    Skills you'll gain: Data Mining, Data Processing, Unsupervised Learning, Data Science, Anomaly Detection, Data Manipulation, Machine Learning Methods, Python Programming

    Advanced · Course · 1 - 4 Weeks

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    Adobe

    Prompting for Generative AI

    Skills you'll gain: Prompt Engineering, Adobe Creative Cloud, Adobe Illustrator, Adobe Photoshop, Graphic and Visual Design, Generative AI, Storytelling, Adobe Premiere, Video Production, Creative Design

    Beginner · Course · 1 - 4 Weeks

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    Packt

    CPRA Compliance: A Practical Implementation Guide

    Skills you'll gain: Information Privacy, General Data Protection Regulation (GDPR), Security Requirements Analysis, Personally Identifiable Information, Incident Response, Compliance Management, Data Security, Regulation and Legal Compliance, Encryption, Data Management, Personal Attributes

    Beginner · Course · 1 - 3 Months

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

  • Pandas with Python: Analyze, Transform & Export Data: EDUCBA
  • Fundamentals of Computing: Rice University
  • Python GUI Calculators with Tkinter: Build & Implement: EDUCBA
  • Python Functions, Files, and Dictionaries: University of Michigan
  • Hacia una práctica constructivista en el aula: Pontificia Universidad Católica de Chile
  • Introduction to Long Short Term Memory (LSTM) Training: Simplilearn
  • Data & Modern Frontend Development: Packt
  • Unity Editor Scripting: Design & Customize Tools: EDUCBA
  • Equity Capital Markets: Analyze & Forecast IPOs: EDUCBA
  • Data Mining in Python: University of Michigan

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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