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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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    Coursera

    AI-Powered Decision Intelligence: Data to Strategic Insights

    Skills you'll gain: Classification And Regression Tree (CART), Dashboard Creation, Dashboard, Decision Intelligence, Descriptive Statistics, Root Cause Analysis, Data Analysis, Predictive Modeling, Advanced Analytics, Tableau Software, Scikit Learn (Machine Learning Library), Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Natural Language Processing, Apache Spark, Keras (Neural Network Library), Retrieval-Augmented Generation, Reinforcement Learning, Apache Kafka, SQL

    Intermediate · Specialization · 3 - 6 Months

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    Edureka

    Mastering Power BI for Data Analytics & Storytelling

    Skills you'll gain: Relational Databases, Data Visualization, Data Modeling, Cloud Security, Database Management, Database Development, Inventory and Warehousing, Business Intelligence Software, Data Analysis Expressions (DAX), Cloud Management, Advanced Analytics, Cloud-Based Integration, Data Wrangling, Data Management, Performance Measurement, Data Governance, Microsoft Excel, Business Reporting, Cloud Storage, Spreadsheet Software

    4.5
    Rating, 4.5 out of 5 stars
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    38 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Erasmus University Rotterdam

    Effective Engagement of Civil Society in Development

    Skills you'll gain: Sustainable Development, Social Impact, Advocacy, Stakeholder Engagement, Public Policies, International Relations, Governance, Policy Analysis, Research, and Development, Policy Development, Law, Regulation, and Compliance, Stakeholder Communications, Strategic Partnership, Organizational Effectiveness, Relationship Building, Accountability, Accountability Frameworks, Coordination

    4.7
    Rating, 4.7 out of 5 stars
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    628 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Charts, HIPAA & Health Data: Medical Records and EHR

    Skills you'll gain: Medical Privacy, Patient Registration, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Medical Records, Claims Processing, Registration, Health Information Management, Electronic Medical Record System, Clinic Management Systems, Electronic Medical Record, Records Management, Clinical Documentation, Patient Safety, Data Entry, Document Management, Health Informatics, Data Validation, Data Security, Data Integrity, Regulatory Compliance

    3.6
    Rating, 3.6 out of 5 stars
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    13 reviews

    Beginner · Specialization · 3 - 6 Months

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    Whizlabs

    NVIDIA: Prompt Engineering and Data Analysis

    Skills you'll gain: Prompt Engineering, Plot (Graphics), Prompt Engineering Tools, Large Language Modeling, Text Mining, Retrieval-Augmented Generation, Model Optimization, Data Visualization Software, Fine-tuning, Unstructured Data, Data Processing, Data Analysis

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Private Equity Structuring, Modeling and Valuation

    Skills you'll gain: Private Equity, Financial Modeling, Business Valuation, Cash Flow Forecasting, Investment Management, Financial Forecasting, Financial Analysis, Financial Statement Analysis, Performance Analysis, Investments, Working Capital, Return On Investment, Negotiation, Depreciation, Forecasting, Analysis, Operations, Market Dynamics, Decision Making, Environment

    Mixed · Course · 1 - 3 Months

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    Cisco Learning and Certifications

    Ansible for Network Automation

    Skills you'll gain: Ansible, YAML, IT Automation, Network Architecture, Network Administration, General Networking, Automation, System Configuration, Software Documentation, Configuration Management, Python Programming

    4.8
    Rating, 4.8 out of 5 stars
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    33 reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of Michigan

    Healthcare Quality Improvement and Decision-Making

    Skills you'll gain: Patient Safety, Healthcare Project Management, Leadership, Continuous Quality Improvement (CQI), Safety Standards, Safety Assurance, Accident Prevention, Decision Making, Health Technology, Teamwork, Reliability, Risk Management, Innovation, Problem Solving

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Intermediate Python Game Development with Pygame

    Skills you'll gain: Animation and Game Design, Animations, Video Game Development, Computer Graphic Techniques, Game Design, Python Programming, Graphics Software, Computer Graphics, Event-Driven Programming, Typography, Image Analysis, Program Development, Peripheral Devices

    Mixed · Course · 1 - 4 Weeks

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    LearnQuest

    Principles and Technologies of 5G Mobile Networks

    Skills you'll gain: Network Architecture, Wireless Networks, Emerging Technologies, Network Engineering, Network Planning And Design, Network Infrastructure, Network Performance Management, Telecommunications, Artificial Intelligence and Machine Learning (AI/ML), Distributed Computing, Technology Strategies

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Real Estate Finance & Credit Analysis

    Skills you'll gain: Lending and Underwriting, Real Estate, Property and Real Estate, Commercial Lending, Financial Statement Analysis, Financial Statements, Project Finance, Income Statement, Credit Risk, Financial Modeling, Commercial Real Estate, Financial Analysis, Real Estate Sales, Cash Flow Forecasting, Profit and Loss (P&L) Management, Loans, Lease Contracts, Cash Flows, Risk Analysis, Cost Estimation

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Credit Risk Measurement and Management

    Skills you'll gain: Credit Risk, Lending and Underwriting, Risk Modeling, Risk Analysis, Commercial Lending, Portfolio Risk, Securities (Finance), Risk Mitigation, Risk Management, Risk Management Framework, Derivatives, Financial Analysis, Retail Banking, Banking, Portfolio Management, Analysis, Probability, Transfer Learning, Application Frameworks, Design

    Mixed · Course · 1 - 3 Months

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

  • AI-Powered Decision Intelligence: Data to Strategic Insights: Coursera
  • Mastering Power BI for Data Analytics & Storytelling: Edureka
  • Effective Engagement of Civil Society in Development: Erasmus University Rotterdam
  • Charts, HIPAA & Health Data: Medical Records and EHR: Coursera
  • NVIDIA: Prompt Engineering and Data Analysis: Whizlabs
  • Private Equity Structuring, Modeling and Valuation: EDUCBA
  • Ansible for Network Automation: Cisco Learning and Certifications
  • Healthcare Quality Improvement and Decision-Making: University of Michigan
  • Intermediate Python Game Development with Pygame: EDUCBA
  • Principles and Technologies of 5G Mobile Networks: LearnQuest

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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