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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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    Stanford University

    Introduction to Statistics

    Skills you'll gain: Descriptive Statistics, Statistics, Probability & Statistics, Statistical Methods, Sampling (Statistics), Statistical Analysis, Data Analysis, Statistical Hypothesis Testing, Regression Analysis, Statistical Inference, Probability, Exploratory Data Analysis, Analysis, Statistical Machine Learning, Statistical Visualization, Data Collection, Probability Distribution, Correlation Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    4.3K reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Mutual Fund NAV and Portfolio Analysis

    Skills you'll gain: Portfolio Risk, Portfolio Management, Financial Analysis, Return On Investment, Investment Management, Investments, Finance, Financial Market, Financial Planning, Risk Analysis, Performance Measurement, Performance Metric, Variance Analysis, Wealth Management, Risk Management, Fund Accounting

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Brand Equity and Brand Performance Analysis

    Skills you'll gain: Branding, Brand Awareness, Brand Management, Brand Strategy, Brand Loyalty, Marketing Effectiveness, Case Studies, Performance Measurement, Strategic Marketing, Marketing Psychology, Customer Insights, Business Metrics, Qualitative Research, Customer Analysis, Consumer Behaviour, Performance Metric, Market Research, Statistical Analysis

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Project Management Fundamentals and Strategies

    Skills you'll gain: Stakeholder Engagement, Procurement, Project Management, Resource Management, Stakeholder Management, Project Risk Management, Purchasing, Project Management Institute (PMI) Methodology, Risk Analysis, Risk Management, Stakeholder Communications, Supply Management, Project Management Office (PMO), Project Management Life Cycle, Project Controls, Project Portfolio Management, Risk Management Framework, Verbal Communication Skills, Staff Management, Communication

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Physical Asset Investment and Financial Planning

    Skills you'll gain: Portfolio Management, Wealth Management, Financial Planning, Portfolio Risk, Risk Management, Investment Management, Asset Management, Financial Analysis, Cash Flow Forecasting, Financial Management, Fixed Asset, Financial Forecasting, Investments, Risk Mitigation, Cash Flows, Insurance, Real Estate, Goal Setting, Insurance Policies

    Mixed · Course · 1 - 4 Weeks

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    Vanderbilt University

    Generative AI Automation

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Patterns, AI Workflows, AI powered creativity, Responsible AI, Data Visualization, Document Management, Ideation, Verification And Validation, Data Presentation, LLM Application, AI literacy, Generative AI, AI Enablement, Risking, Multimodal Prompts, Image Analysis, Artificial Intelligence, Data Compilation

    4.8
    Rating, 4.8 out of 5 stars
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    9.5K reviews

    Beginner · Specialization · 3 - 6 Months

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    Automatic Data Processing, Inc. (ADP)

    Data-Driven HR Analytics with AI Tools

    Skills you'll gain: Data Storytelling, Dashboard, Data Presentation, Data Literacy, Dashboard Creation, Data Visualization, Data Analysis, Analytics, Data Ethics, Analysis, Workforce Planning, Human Resource Management, Human Resources, Employee Surveys, Performance Improvement, Human Capital, Personally Identifiable Information, Key Performance Indicators (KPIs), Decision Support Systems, Information Privacy

    Intermediate · Course · 1 - 4 Weeks

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    DeepLearning.AI

    AI and Public Health

    Skills you'll gain: Model Evaluation, Data Analysis, Jupyter, Artificial Intelligence and Machine Learning (AI/ML), Exploratory Data Analysis, Data Ethics, Machine Learning Algorithms, Data Literacy, AI Workflows, Artificial Intelligence, Model Training, Machine Learning, Predictive Modeling, Applied Machine Learning, Responsible AI, Supervised Learning, Information Privacy, AI literacy, Environmental Monitoring, Healthcare Ethics

    4.8
    Rating, 4.8 out of 5 stars
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    252 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Market Credit and Operational Risk Management

    Skills you'll gain: Credit Risk, Portfolio Management, Market Liquidity, Risk Modeling, Portfolio Risk, Retail Banking, Financial Management, Data Governance, Operational Risk, Risk Management, Derivatives, Investment Management, Finance, Banking, Analysis, Probability, Performance Measurement, Analytics, Problem Solving, Planning

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Market Risk Management Fundamentals

    Skills you'll gain: Portfolio Risk, Portfolio Management, Risk Modeling, Investment Management, Financial Market, Risk Management, Market Liquidity, Risk Management Framework, Risk Analysis, Investments, Finance, Performance Measurement, Construction, Construction Management, Advanced Analytics, Budgeting, Performance Testing, Stress Management, Analytics, Design

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Financial Analysis and Company Valuation Basics

    Skills you'll gain: Financial Data, Business Valuation, Depreciation, Financial Statement Analysis, Financial Analysis, Financial Statements, Balance Sheet, Fixed Asset, Finance, Accounting, Investment Banking, Investments, Banking, Business, Consulting, LESS, Design

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Mergers, Acquisitions and Restructuring

    Skills you'll gain: Mergers & Acquisitions, Business Valuation, Financial Modeling, Due Diligence, Financial Forecasting, Investment Banking, Financial Analysis, Corporate Strategy, Revenue Forecasting, Balance Sheet, Cash Flow Forecasting, Financial Statement Analysis, Case Studies, Accounting Records, Financial Statements, Risk Modeling, Technical Accounting, Risk Management, Corporate Finance, Business Strategies

    4.8
    Rating, 4.8 out of 5 stars
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    16 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Statistics: Stanford University
  • Mutual Fund NAV and Portfolio Analysis: EDUCBA
  • Brand Equity and Brand Performance Analysis: EDUCBA
  • Project Management Fundamentals and Strategies: EDUCBA
  • Physical Asset Investment and Financial Planning: EDUCBA
  • Generative AI Automation: Vanderbilt University
  • Data-Driven HR Analytics with AI Tools: Automatic Data Processing, Inc. (ADP)
  • AI and Public Health: DeepLearning.AI
  • Market Credit and Operational Risk Management: EDUCBA
  • Market Risk Management Fundamentals: 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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