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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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    Hebrew University of Jerusalem

    Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course)

    Skills you'll gain: Computer Science, Computer Systems, Computer Architecture, Computer Programming, Programming Principles, Memory Management, System Software, System Programming, Virtual Machines, Operating Systems, Hardware Architecture, Software Architecture, Algorithms, Software Design, Program Development, Object Oriented Programming (OOP), Data Structures, Computer Graphics, Peripheral Devices

    4.9
    Rating, 4.9 out of 5 stars
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    535 reviews

    Mixed · Course · 1 - 3 Months

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    Eindhoven University of Technology

    Process Mining: Data science in Action

    Skills you'll gain: Business Process Improvement, Process Analysis, Process Improvement, Business Process Management, Data Mining, Process Design, Business Process Modeling, Process Modeling, Operational Analysis, Performance Analysis, Real Time Data, Data-Driven Decision-Making, Data Science, Predictive Modeling, Verification And Validation, Model Evaluation

    4.7
    Rating, 4.7 out of 5 stars
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    1.3K reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Integrate Generative AI Into Your Data Workflow

    Skills you'll gain: Generative AI, Data Analysis, Model Training, Data-Driven Marketing, Data Wrangling, Customer Relationship Management (CRM) Software, Predictive Analytics, Machine Learning Algorithms, Machine Learning, Data Science, Data Processing

    4.3
    Rating, 4.3 out of 5 stars
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    14 reviews

    Beginner · Specialization · 1 - 4 Weeks

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    Packt

    Foundations of Transformer Architectures for Natural Language Processing

    Skills you'll gain: Fine-tuning, Natural Language Processing, Hugging Face, ChatGPT, Large Language Modeling, Transfer Learning, Token Optimization, Model Training, Gemini, Generative AI, AI Workflows, Embeddings, Data Preprocessing, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Architectural Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    Exploring Artificial Intelligence Use Cases and Applications

    Skills you'll gain: Generative AI, Business Metrics, Generative Model Architectures, Machine Learning Methods, Applied Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Machine Learning Algorithms, AI literacy, Model Evaluation, LLM Application, Artificial Intelligence, Key Performance Indicators (KPIs), Performance Measurement, Performance Metric, Business Solutions

    4.5
    Rating, 4.5 out of 5 stars
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    325 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    S

    Salesforce

    Salesforce Sales Operations

    Skills you'll gain: Sales Pipelines, Sales Process, Sales Operations, Customer Success Management, Order Management, Sales Management, Salesforce, Dashboard, Sales, Sales Development, Order Entry, Closing (Sales), Customer Relationship Management (CRM) Software, Lead Generation, Request For Quotation (RFQ), Sales Support, Customer Relationship Management, Sales Enablement, General Sales Practices, Service Management

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
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    2.2K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    Packt

    Accelerating Analytics with Copilot in Power BI and Fabric

    Skills you'll gain: Microsoft Copilot, Power BI, Data Analysis Expressions (DAX), Microsoft Power Platform, Data Storytelling, Business Metrics, Performance Measurement, Key Performance Indicators (KPIs), Data Lakes, Business Intelligence, Data Presentation, Dashboard, Dashboard Creation, Analytics, Performance Metric, Microsoft Azure, Business Analytics, AI literacy, Management Reporting, AI Workflows

    Intermediate · Course · 1 - 3 Months

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    B

    Board Infinity

    Building AI Research Agents: LangChain, RAG, and LangGraph

    Skills you'll gain: AI Workflows, Retrieval-Augmented Generation, LLM Application, Tool Calling, AI Orchestration, Prompt Engineering, Generative AI Agents, Large Language Modeling, Agentic systems

    Intermediate · Course · 1 - 4 Weeks

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    Deep Teaching Solutions

    Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles

    Skills you'll gain: Learning Strategies, Lifelong Learning, Problem Solving, Self-Awareness, Overcoming Obstacles, Growth Mindedness, Mental Concentration, Habit Formation

    4.8
    Rating, 4.8 out of 5 stars
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    710 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Data Analysis and Visualization with Python

    Skills you'll gain: Generative AI, Matplotlib, Data Visualization, Data Literacy, Plotly, Data Ethics, Plot (Graphics), Generative Model Architectures, Scientific Visualization, Data Cleansing, Data Presentation, Interactive Data Visualization, Pandas (Python Package), Data Quality, Exploratory Data Analysis, Generative Adversarial Networks (GANs), Data Manipulation, Model Evaluation, Data Analysis, Machine Learning

    4.3
    Rating, 4.3 out of 5 stars
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    122 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
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    M

    Madecraft

    Fundamentals of Instructional Design

    Skills you'll gain: Instructional and Curriculum Design, Instructional Design, Training Programs, Training and Development, Project Design, Developing Training Materials, Adult Learning Principles, Program Evaluation, Education Software and Technology, Employee Training, Process Design, Educational Materials, Needs Assessment, Learning Management Systems, Collaboration, Adult Education, Multimedia, Photo/Video Production and Technology, Analysis, Media Production

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Packt

    Blender Modeling: Basics to Advanced Workflows

    Skills you'll gain: 3D Modeling, 3D Assets, Visualization (Computer Graphics), Workflow Management, Computer Graphics, Graphical Tools, Computer Graphic Techniques, Editing, Model Optimization, Animations, Blended Learning, Graphics Software, Graphic and Visual Design, Visual Design

    Intermediate · Course · 1 - 3 Months

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

  • Build a Modern Computer from First Principles: Nand to Tetris Part II (project-centered course): Hebrew University of Jerusalem
  • Process Mining: Data science in Action: Eindhoven University of Technology
  • Integrate Generative AI Into Your Data Workflow: Google Cloud
  • Foundations of Transformer Architectures for Natural Language Processing: Packt
  • Exploring Artificial Intelligence Use Cases and Applications: Amazon Web Services
  • Salesforce Sales Operations: Salesforce
  • Accelerating Analytics with Copilot in Power BI and Fabric: Packt
  • Building AI Research Agents: LangChain, RAG, and LangGraph: Board Infinity
  • Apprendre comment apprendre (ACA) : Des outils mentaux puissants qui vous aideront à maîtriser des sujets difficiles: Deep Teaching Solutions
  • Data Analysis and Visualization with Python: 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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