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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

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, IT Automation, AI Integrations, Applied Machine Learning, Cloud Deployment, Cloud Security, Model Deployment, AWS Identity and Access Management (IAM), Cloud Management, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Logical Operations

    Intro to Python: File Processing and Exception Handling

    Skills you'll gain: File I/O, Debugging, File Management, File Systems, Python Programming, Operating Systems, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Software Development, Cross Platform Development

    4.9
    Rating, 4.9 out of 5 stars
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    19 reviews

    Mixed · Course · 1 - 4 Weeks

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    Illinois Tech

    New Tech Ventures

    Skills you'll gain: Design Thinking, Global Marketing, Entrepreneurship, Business Modeling, Innovation, Team Building, Sales Presentations, Storytelling, Open Mindset, Market Research, Oral Expression, Entrepreneurial Finance, Ideation, Business Planning, New Business Development, Teamwork, Legal Risk, Market Dynamics, Relationship Building, Team Leadership

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Agentic AI Protocols (MCP, A2A, ACP)

    Skills you'll gain: Model Context Protocol, AI Integrations, Performance Tuning

    3.2
    Rating, 3.2 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Corporate Restructuring and Financial Modelling

    Skills you'll gain: Financial Modeling, Business Valuation, Bankruptcies, Financial Statement Analysis, Banking, Corporate Strategy, Investment Banking, Financial Analysis, Corporate Finance, Financial Data, Mergers & Acquisitions, Cash Flows, Case Studies, Financial Statements, Credit Risk, Balance Sheet, Generally Accepted Accounting Principles (GAAP)

    Mixed · Course · 1 - 3 Months

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    Packt

    AI Product Manager Explorer

    Skills you'll gain: Feature Engineering, AI Product Strategy, Generative AI Agents, LangGraph, BeeAI, Machine Learning Methods, Machine Learning Algorithms, Machine Learning, Data Preprocessing, Supervised Learning, ChatGPT, Agentic Workflows, Applied Machine Learning, Product Management, Artificial Intelligence, Python Programming, Model Evaluation, Agentic systems, Model Deployment, Regression Analysis

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Strategic Planning for Public and Nonprofit Organizations

    Skills you'll gain: Strategic Planning, Stakeholder Engagement, Strategic Leadership, Organizational Strategy, Plan Execution, Case Studies, Drive Engagement, Business Planning, Business Leadership, Stakeholder Management, Resource Allocation, Stakeholder Communications, Competitive Analysis, Strategic Thinking, Non-Profit Accounting, Strategic Decision-Making, Conflict Management, Public Administration, Leadership Development, Stakeholder Analysis

    Beginner · Specialization · 1 - 3 Months

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    Coursera

    أساسيات تحليل البيانات باستخدام بايثون وباندا

    Skills you'll gain: Pandas (Python Package), Data Analysis, Data Cleansing, Graphing, Data Manipulation, Jupyter, Data Preprocessing, Data Presentation, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
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    36 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Coursera

    GenAI for Sales Development Representatives

    Skills you'll gain: Sales Development, Customer Engagement, Responsible AI, Lead Generation, General Sales Practices, Sales Management, Sales Prospecting, AI Personalization, Email Automation, Data Ethics

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Customer Service Representatives

    Skills you'll gain: AI Personalization, Generative AI, Personalized Service, Responsible AI, User Feedback, Customer Analysis, Customer Service, Customer experience improvement, AI Integrations, LLM Application, Data Ethics

    4.9
    Rating, 4.9 out of 5 stars
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    10 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Logistic Regression with SAS: Build & Evaluate Models

    Skills you'll gain: Logistic Regression, Feature Engineering, Model Evaluation, SAS (Software), Data Preprocessing, Predictive Modeling, Classification Algorithms, Performance Analysis, Statistical Modeling, Regression Analysis, Predictive Analytics, Analysis, Statistical Methods, Business Analysis, Data Cleansing, Data Transformation, Model Optimization, Insurance

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Certified Ethical Hacker (CEH): Unit 4

    Skills you'll gain: Distributed Denial-Of-Service (DDoS) Attacks, Network Security, Intrusion Detection and Prevention, Cybersecurity, Threat Detection, Penetration Testing, Vulnerability Assessments, Firewall, Hardening, Exploitation techniques, Human Factors (Security), Network Analysis

    Intermediate · Course · 1 - 4 Weeks

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

  • GenAI for AWS: AI-Driven Cloud Automation & Scaling: Coursera
  • Intro to Python: File Processing and Exception Handling: Logical Operations
  • New Tech Ventures: Illinois Tech
  • Agentic AI Protocols (MCP, A2A, ACP): Coursera
  • Corporate Restructuring and Financial Modelling: EDUCBA
  • AI Product Manager Explorer: Packt
  • Strategic Planning for Public and Nonprofit Organizations: John Wiley & Sons
  • أساسيات تحليل البيانات باستخدام بايثون وباندا: Coursera
  • GenAI for Sales Development Representatives: Coursera
  • GenAI for Customer Service Representatives: Coursera

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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