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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

    Fixed Income Investing and Bond Trading

    Skills you'll gain: Credit Risk, Securities (Finance), Investment Management, Financial Trading, Derivatives, Financial Market, Securities Trading, Portfolio Management, Bank Regulations, Market Liquidity, Investments, Investment Banking, Business Valuation, Portfolio Risk, Mortgage Loans, Cash Flows, Capital Markets, Financial Systems, Risk Analysis, Financial Modeling

    Beginner · Specialization · 3 - 6 Months

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    Edureka

    AI-Powered Decision Intelligence

    Skills you'll gain: Decision Intelligence, Responsible AI, Generative AI Agents, Predictive Modeling, Agentic Workflows, Decision Support Systems, Business Intelligence, Data-Driven Decision-Making, Strategic Decision-Making, Decision Making, Business Analytics, Agentic systems, MLOps (Machine Learning Operations), Forecasting, Data Storytelling, Predictive Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Data Security, Text Mining

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Agile & Scrum Mastery for CSM and PSM Certification

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Agile Project Management, Agile Software Development, Sprint Retrospectives, Agile Product Development, Continuous Improvement Process, Meeting Facilitation, Project Estimation, Team Management, Sprint Planning, Team Building, Collaborative Software, Team Leadership, Lean Methodologies, Case Studies, Leadership, Administration, Business

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    Rating, 5 out of 5 stars
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    12 reviews

    Beginner · Specialization · 1 - 3 Months

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    EDUCBA

    GST Fundamentals and Compliance Analysis

    Skills you'll gain: Tax Compliance, Sales Tax, Tax Management, Compliance Management, Tax Preparation, Regulatory Compliance, Tax, Billing & Invoicing, Tax Returns, Invoicing, Tax Laws, Compliance Auditing, Regulatory Requirements, Auditing, Registration, Payment Systems, E-Commerce

    Mixed · Course · 1 - 3 Months

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    EDUCBA

    Commercial Banking and Credit Management

    Skills you'll gain: Lending and Underwriting, Commercial Banking, General Lending, Banking Services, Deposit Accounts, Loans, Consumer Lending, Banking, Retail Banking, Loan Origination, Bank Regulations, Credit Risk, Payment Processing and Collection, Financial Regulation, Financial Regulations, Financial Systems, Customer Service, Working Capital

    Mixed · Course · 1 - 4 Weeks

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    Infosec

    JavaScript Security

    Skills you'll gain: Authentications, Application Security, Secure Coding, Serverless Computing, Cryptography, Risk Management Framework, Cloud Security, Threat Management, Infrastructure Security, Exploitation techniques, Package and Software Management, Node.JS, Web Applications, Javascript, Vulnerability Management, Cloud Services, Cloud Platforms, Web Development, Identity and Access Management, Dependency Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    114 reviews

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Complete Bank Branch Audit & Risk Management

    Skills you'll gain: Audit Planning, Auditing, Compliance Auditing, Bank Regulations, Banking, Cash Control, Financial Auditing, Internal Controls, Cash Handling, Variance Analysis, Financial Controls, Auditors Report, Commercial Banking, Generally Accepted Auditing Standards, Commercial Lending, Fraud detection, Internal Auditing, Banking Services, Operational Risk, Risk Management

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    Rating, 5 out of 5 stars
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    43 reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Kibana Projects: Data Analytics & Visualization

    Skills you'll gain: Dashboard, Dashboard Creation, Kibana, Data Visualization, Interactive Data Visualization, Business Analytics, Data-Driven Decision-Making, System Monitoring, Data Presentation, Data Visualization Software, Web Analytics, Analysis, Exploratory Data Analysis, Trend Analysis, Data Analysis, Automation, Business Intelligence, IT Automation, Data Wrangling, Data Science

    4.8
    Rating, 4.8 out of 5 stars
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    13 reviews

    Beginner · Specialization · 1 - 4 Weeks

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    Coursera

    Create Your First Web App with Python and Flask

    Skills you'll gain: Flask (Web Framework), Web Development, Web Applications, Application Development, Web Development Tools, Application Frameworks, Object-Relational Mapping, Database Application, Back-End Web Development, Software Development, Database Management, Python Programming, Computer Programming

    4.4
    Rating, 4.4 out of 5 stars
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    557 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Cisco Learning and Certifications

    Threat Analysis

    Skills you'll gain: MITRE ATT&CK Framework, Threat Modeling, Cyber Threat Intelligence, Threat Detection, Exploitation techniques, Intrusion Detection and Prevention, Threat Management, Incident Response, Event Monitoring, Computer Security Incident Management, Malware Protection, Network Analysis, Anomaly Detection, Network Security, Network Monitoring, Network Protocols, SQL

    4.9
    Rating, 4.9 out of 5 stars
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    36 reviews

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Master AWS Lambda & API Workflows for Serverless Automation

    Skills you'll gain: API Gateway, Amazon CloudWatch, API Design, Amazon Web Services, Cloud-Based Integration, Microservices, Event-Driven Programming, Cloud Deployment, Data Validation

    5
    Rating, 5 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Building AI Agents: Automation and NLP Foundations

    Skills you'll gain: CrewAI, Agentic Workflows, Generative AI Agents, Responsible AI, Artificial Intelligence and Machine Learning (AI/ML), AI Workflows, AI Orchestration, Artificial Intelligence, Agentic systems, Automation, LLM Application, AI literacy, Model Evaluation, Innovation

    4.5
    Rating, 4.5 out of 5 stars
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    32 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Fixed Income Investing and Bond Trading: EDUCBA
  • AI-Powered Decision Intelligence: Edureka
  • Agile & Scrum Mastery for CSM and PSM Certification: EDUCBA
  • GST Fundamentals and Compliance Analysis: EDUCBA
  • Commercial Banking and Credit Management: EDUCBA
  • JavaScript Security: Infosec
  • Complete Bank Branch Audit & Risk Management: EDUCBA
  • Kibana Projects: Data Analytics & Visualization: EDUCBA
  • Create Your First Web App with Python and Flask: Coursera
  • Threat Analysis: Cisco Learning and Certifications

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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