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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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    SkillUp

    AI Safety Fundamentals: Protecting Users and Organizations

    Beginner · Course · 1 - 4 Weeks

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    Sage Publications

    International Human Resource Management

    Skills you'll gain: Compensation Management, Human Resources, Diversity and Inclusion, Diversity Equity and Inclusion Initiatives, Compensation Analysis, Human Capital, Diversity Awareness, Human Resources Management and Planning, Labor Relations, Labor Compliance, Employee Relations, International Relations, Human Resource Policies, Business Management, Diversity Programs, Human Resource Strategy, Cultural Diversity, Staff Management, Labor Law, Resource Management

    Beginner · Specialization · 3 - 6 Months

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    University of California, Davis

    Optimizing a Website for Google Search

    Skills you'll gain: Search Engine Optimization, Content Optimization, Web Analytics and SEO, Keyword Research, Content Strategy, Content Development and Management, Competitive Analysis, Web Content, Content Performance Analysis, Performance Measurement, Marketing, A/B Testing, Campaign Management, Key Performance Indicators (KPIs), Client Services, Content Marketing, Web Analytics, Forecasting, Performance Reporting, Expectation Management

    4.7
    Rating, 4.7 out of 5 stars
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    1.7K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Google

    Introduction to Data Analysis Using Python

    Skills you'll gain: Object Oriented Programming (OOP), Data Structures, Data Cleansing, Python Programming, Data Analysis, NumPy, Pandas (Python Package), Data Manipulation, Data Processing, Programming Principles, Computer Programming, Analytics, Analytical Skills, Scripting

    4.6
    Rating, 4.6 out of 5 stars
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    166 reviews

    Beginner · Course · 1 - 4 Weeks

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    DeepLearning.AI

    Data Modeling, Transformation, and Serving

    Skills you'll gain: Data Modeling, Data Transformation, Data Processing, Data Warehousing, Data Preprocessing, Apache Hadoop, Extract, Transform, Load, Data Pipelines, Apache Spark, Feature Engineering, Star Schema, Applied Machine Learning, Real Time Data

    4.6
    Rating, 4.6 out of 5 stars
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    100 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Sage Publications

    Competitive Advantage and Market Positioning Strategies

    Beginner · Course · 1 - 4 Weeks

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    KodeKloud

    Infrastructure Automation (IaC) - Hands-On

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Ansible, Amazon CloudWatch, IT Automation, Cloud Deployment, Infrastructure As A Service (IaaS), Cloud Computing Architecture, Cloud Infrastructure, DevOps, Amazon Web Services, AWS Identity and Access Management (IAM), Amazon Elastic Compute Cloud, Application Deployment, YAML, System Monitoring, Identity and Access Management, Continuous Monitoring, Amazon DynamoDB, Configuration Management

    Intermediate · Course · 1 - 4 Weeks

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    SkillsBooster Academy

    Introduction to AI for Beginners

    Skills you'll gain: Prompt Engineering, Responsible AI, Large Language Modeling, AI literacy, Generative AI, AI Personalization, AI powered creativity, Artificial Intelligence, Email Automation, LLM Application, Data Ethics, ChatGPT, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Content Creation, Personal Development, Productivity, Photo/Video Production and Technology, Creative Thinking, Organizational Skills

    4.8
    Rating, 4.8 out of 5 stars
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    66 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Agentic AI with LangChain and LangGraph

    Skills you'll gain: LangGraph, AI Workflows, Agentic Workflows, AI Orchestration, Generative AI Agents, Agentic systems, LangChain, LLM Application, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Prompt Patterns, Retrieval-Augmented Generation, Tool Calling, Responsible AI, Risking, Context Management, Software Development, Python Programming, Data Science

    4.6
    Rating, 4.6 out of 5 stars
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    110 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Microsoft Go-To-Market Strategy

    Skills you'll gain: Go To Market Strategy, Prompt Engineering, Marketing Analytics, Conversion Funnel Analysis, Applicant Tracking Systems, Competitive Analysis, Data-Driven Marketing, Content Performance Analysis, Marketing Effectiveness, Campaign Planning, Campaign Management, Marketing Automation, Generative AI Agents, Value Propositions, Digital Marketing Campaigns, Marketing Strategies, Strategic Marketing, Product Marketing, Prompt Engineering Tools, Marketing Operations

    Intermediate · Professional Certificate · 3 - 6 Months

  • Status: Free Trial
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    University of Michigan

    Data Collection and Processing with Python

    Skills you'll gain: JSON, Data Processing, Data Wrangling, Restful API, Data Manipulation, Data Access, Application Programming Interface (API), Python Programming, Data Import/Export, Data Transformation, Data Structures, File I/O, Data Collection

    4.7
    Rating, 4.7 out of 5 stars
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    4.1K reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Java Concurrency, Performance, and Networking

    Skills you'll gain: Java Programming, Java, Performance Tuning, Memory Management, Web Servers, Web Applications, Server Side, Computer Networking, TCP/IP, OS Process Management, Context Management, Software Development, Encryption, Network Protocols, Scalability, Maintainability

    Intermediate · Course · 1 - 4 Weeks

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

  • AI Safety Fundamentals: Protecting Users and Organizations: SkillUp
  • International Human Resource Management: Sage Publications
  • Optimizing a Website for Google Search: University of California, Davis
  • Introduction to Data Analysis Using Python: Google
  • Data Modeling, Transformation, and Serving: DeepLearning.AI
  • Competitive Advantage and Market Positioning Strategies: Sage Publications
  • Infrastructure Automation (IaC) - Hands-On: KodeKloud
  • Introduction to AI for Beginners: SkillsBooster Academy
  • Agentic AI with LangChain and LangGraph: IBM
  • Microsoft Go-To-Market Strategy: Microsoft

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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