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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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    Pearson

    Developing Critical Thinking Skills, Habits, and Abilities

    Skills you'll gain: Critical Thinking, Deductive Reasoning, Independent Thinking, Analytical Skills, Ethical Standards And Conduct, Writing, Decision Making

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Master Advanced Excel Functions to Analyze & Automate Data

    Skills you'll gain: Microsoft Excel, Excel Formulas, Pivot Tables And Charts, Financial Data, Financial Analysis, Cash Flows, Data-Driven Decision-Making, Data Manipulation

    4.9
    Rating, 4.9 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Institute for the Future

    Ready, Set, Future! Introduction to Futures Thinking

    Skills you'll gain: Forecasting, Innovation, Proactivity, Strategic Thinking, Creative Thinking, Optimism, Action Oriented, Trend Analysis, Creativity, Adaptability, Empowerment, Leadership, Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Modern Data Analytics with Python, Excel & Generative AI

    Skills you'll gain: Business Intelligence, Excel Macros, Pandas (Python Package), Prompt Engineering, Forecasting, Data Storytelling, Time Series Analysis and Forecasting, Regression Analysis, Data Quality, Responsible AI, ChatGPT, Microsoft Excel, Data Analysis, Report Writing, Interactive Data Visualization, Data Modeling, Generative AI, Data Visualization, Exploratory Data Analysis, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
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    494 reviews

    Intermediate · Specialization · 3 - 6 Months

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    University at Buffalo

    Computer Vision Basics

    Skills you'll gain: Computer Vision, Image Analysis, Color Theory, Digital Signal Processing, Mathematical Software, Applied Mathematics, Artificial Intelligence, Computer Programming, Matlab, Calculus, Probability & Statistics

    4.2
    Rating, 4.2 out of 5 stars
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    1.8K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    User Management and Process Management in Linux

    Skills you'll gain: Linux Administration, Operating System Administration, Linux, Unix, Systems Administration, Linux Servers, System Monitoring, Linux Commands, User Accounts, OS Process Management, Operating Systems, Unix Commands, Unix Shell, Performance Tuning, System Configuration, User Provisioning, Authorization (Computing), Identity and Access Management, Hardening, Process Management

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Linux Shell Scripting: Bash Essentials & Core Tools

    Skills you'll gain: Bash (Scripting Language), Shell Script, Unix Shell, Linux Commands, Linux, Unix Commands, Unix, Command-Line Interface, Windows PowerShell, Scripting, Linux Administration, Operating System Administration, Scripting Languages, Data Pipelines, Mac OS, System Configuration, File I/O, File Management, Software Documentation

    Beginner · Course · 1 - 3 Months

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    L&T EduTech

    Steam Turbine Thermodynamics, Design and Control Systems

    Skills you'll gain: Mechanical Engineering, Control Systems, Thermal Management, Electric Power Systems, Plant Operations and Management, Machine Controls, Hydraulics, Energy and Utilities, Process Control, Equipment Design, Mechanical Design, Engineering Calculations, Automation Engineering, Engineering Analysis, Chemical Engineering, Reliability, Failure Analysis, System Monitoring, Root Cause Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Programación en Python

    Skills you'll gain: File I/O, Plot (Graphics), Data Visualization Software, Programming Principles, Computational Thinking, Matplotlib, Python Programming, NumPy, Data Processing, Algorithms, Data Import/Export, Computer Programming, Pandas (Python Package), Debugging, Data Manipulation, Data Structures, Graphing, Data Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    216 reviews

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    MS Word and Google Docs Training for Beginners

    Skills you'll gain: Google Docs, Cloud Storage, File Management, Google Workspace, Productivity Software, Microsoft Office, Cloud Services, Data Storage, Collaborative Software, Microsoft Word, Document Management, Workflow Management, Data Sharing, Writing, Productivity, Writing and Editing, Editing, Grammar

    Beginner · Course · 1 - 4 Weeks

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    Sage Publications

    Statistical Analysis in Psychological Research

    Skills you'll gain: Descriptive Statistics, Statistical Hypothesis Testing, Correlation Analysis, Quantitative Research, Statistical Methods, Probability & Statistics, Statistical Analysis, Statistical Inference, Statistics, Science and Research, Sampling (Statistics), Data Analysis, Experimentation, Psychology, Research, Probability, Probability Distribution, Graphing

    Intermediate · Course · 1 - 3 Months

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    University of Washington

    Designing Autonomous AI

    Skills you'll gain: AI Orchestration, Agentic Workflows, Organizational Skills, Process Design, Artificial Intelligence, Agentic systems, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Knowledge Transfer, Software Architecture, Machine Learning Methods, Interviewing Skills, Software Design Patterns, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Developing Critical Thinking Skills, Habits, and Abilities: Pearson
  • Master Advanced Excel Functions to Analyze & Automate Data: EDUCBA
  • Ready, Set, Future! Introduction to Futures Thinking: Institute for the Future
  • Modern Data Analytics with Python, Excel & Generative AI: Coursera
  • Computer Vision Basics: University at Buffalo
  • User Management and Process Management in Linux: Edureka
  • Linux Shell Scripting: Bash Essentials & Core Tools: Packt
  • Steam Turbine Thermodynamics, Design and Control Systems: L&T EduTech
  • Programación en Python: Universidad de los Andes
  • MS Word and Google Docs Training for Beginners: Simplilearn

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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