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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


  • Status: New
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    KodeKloud

    Data Engineering Essentials

    Skills you'll gain: MLOps (Machine Learning Operations), Apache Kafka, Data Governance, Apache Airflow, Data Architecture, Apache Spark, Real Time Data, Extract, Transform, Load, Data Processing, Data Pipelines, Scalability, DevOps, Distributed Computing, Feature Engineering, CI/CD, Model Training, Pandas (Python Package), Data Transformation, Continuous Integration

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Johns Hopkins University

    Advanced Probability and Statistical Methods

    Skills you'll gain: Regression Analysis, Statistical Hypothesis Testing, Statistical Analysis, Probability & Statistics, Statistical Methods, Statistical Programming, Probability Distribution, Data Analysis, Statistical Software, Markov Model, Data Science, Statistical Modeling, Statistics, Statistical Inference, Probability, Correlation Analysis, R Programming

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Lambda Expressions with Java

    Skills you'll gain: Eclipse (Software), Java, Integrated Development Environments, Java Programming, Code Reusability, Functional Design

    4.2
    Rating, 4.2 out of 5 stars
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    21 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Coursera

    Optimize Vision Datasets: Augment and Analyze

    Skills you'll gain: Transfer Learning, Model Training, Model Optimization, Image Quality, Computer Vision, Image Analysis, Data Pipelines, Data Transformation, Data Manipulation, Exploratory Data Analysis, Artificial Intelligence and Machine Learning (AI/ML)

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Sales Data Analysis and Dashboards in Excel

    Skills you'll gain: Dashboard, Pivot Tables And Charts, Dashboard Creation, Data Visualization, Spreadsheet Software, Data Presentation, Performance Analysis, Microsoft Excel, Interactive Data Visualization, Sales, Data Transformation, Data Manipulation

    Mixed · Course · 1 - 4 Weeks

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    Coursera

    Automate Financial Analysis with AI Pipelines

    Skills you'll gain: Model Evaluation, Model Training, Forecasting, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, AI Integrations, Applied Machine Learning, AI Workflows, Data Pipelines, Artificial Neural Networks, Automation

    Intermediate · Course · 1 - 4 Weeks

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    C

    Coursera

    Public Sector Efficiency: Optimizing Business Processes

    Skills you'll gain: Process Improvement, Performance Measurement, Performance Metric, Workflow Management, Process Improvement and Optimization, Business Process Improvement, Performance Improvement, Business Process, Process Optimization, Process Management, Process Analysis, Business Process Management, Continuous Improvement Process, Service Improvement, Key Performance Indicators (KPIs), Business Process Automation, Operational Efficiency, Automation, Organizational Skills

    4.2
    Rating, 4.2 out of 5 stars
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    45 reviews

    Beginner · Course · 1 - 4 Weeks

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    Knowledge Accelerators

    Microsoft 365 Copilot AI: Collaboration & Team Productivity

    Skills you'll gain: Microsoft Copilot, Microsoft Teams, Microsoft 365, Collaborative Software, Meeting Facilitation, Productivity Software, AI powered creativity, Taking Meeting Minutes, Organizational Skills, Brainstorming, Language Interpretation, Translation, and Studies, Project Management Software, Workflow Management, Technical Communication, Ideation, Prioritization, Web Content Accessibility Guidelines, Microsoft Word, Editing, Generative AI

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    EDUCBA

    Master Partnership Accounting: Analyze, Apply & Evaluate

    Skills you'll gain: Ledgers (Accounting), Financial Statements

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Analyze Global Economics and Corporate Finance Decisions

    Skills you'll gain: Environmental Social And Corporate Governance (ESG), International Finance, Business Modeling, Business Strategy, Governance, Corporate Finance, Capital Budgeting, Portfolio Management, Corporate Sustainability, International Relations, Business Economics, Corporate Strategy, Financial Management, Private Equity, Market Dynamics, Economics, Finance, Resource Allocation, Investments, Financial Analysis

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Michigan

    The Power of Object-Oriented Programming

    Skills you'll gain: Object Oriented Programming (OOP), Computer Programming, Program Development, Python Programming, Computer Graphics

    3.9
    Rating, 3.9 out of 5 stars
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    9 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Financial Modeling for Credit Risk Analysis

    Skills you'll gain: Credit Risk, Risk Modeling, Financial Modeling, Lending and Underwriting, Financial Data, Financial Analysis, Financial Statement Analysis, Equities, Financial Forecasting, Financial Statements, Working Capital, Financial Accounting, Cash Flows, Banking, Market Trend, Financial Regulation, Balance Sheet, Income Statement

    Mixed · Course · 1 - 3 Months

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

  • Data Engineering Essentials: KodeKloud
  • Advanced Probability and Statistical Methods: Johns Hopkins University
  • Lambda Expressions with Java: Coursera
  • Optimize Vision Datasets: Augment and Analyze: Coursera
  • Sales Data Analysis and Dashboards in Excel: EDUCBA
  • Automate Financial Analysis with AI Pipelines: Coursera
  • Public Sector Efficiency: Optimizing Business Processes: Coursera
  • Microsoft 365 Copilot AI: Collaboration & Team Productivity: Knowledge Accelerators
  • Master Partnership Accounting: Analyze, Apply & Evaluate: EDUCBA
  • Analyze Global Economics and Corporate Finance Decisions: EDUCBA

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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