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  • Mathematics For Machine Learning

Mathematics for Machine Learning Courses

Mathematics for machine learning courses can help you learn linear algebra, calculus, probability, and statistics. You can build skills in optimization techniques, data analysis, and algorithm development. Many courses introduce tools like Python libraries such as NumPy and SciPy, that support implementing mathematical concepts in AI applications. You'll also explore key topics like regression analysis, dimensionality reduction, and neural networks, all of which are crucial for developing effective machine learning models.


Popular Mathematics for Machine Learning Courses and Certifications


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    Macquarie University

    Judgmental Business Forecasting in Excel

    Skills you'll gain: Forecasting, Time Series Analysis and Forecasting, Case Studies, Business Metrics, Business Economics, Microsoft Excel, Decision Making, Data Analysis, Data Visualization, Probability & Statistics

    4.5
    Rating, 4.5 out of 5 stars
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    62 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Data Analysis in R: Predictive Analysis with Regression

    Skills you'll gain: Ggplot2, Data Visualization, Regression Analysis, Predictive Analytics, Statistical Modeling, R Programming, Descriptive Statistics, Exploratory Data Analysis, Statistics, Statistical Analysis, Data Analysis

    4.2
    Rating, 4.2 out of 5 stars
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    13 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    LangChain MasterClass: Build 15 LLM Apps with Python

    Skills you'll gain: Prompt Engineering, LLM Application, OpenAI, Large Language Modeling, Data Processing, Generative AI Agents, Text Mining, Application Development, Natural Language Processing, Jupyter

    3.4
    Rating, 3.4 out of 5 stars
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    15 reviews

    Intermediate · Course · 3 - 6 Months

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    Coursera

    Complex Retrieval Queries in MySQL Workbench

    Skills you'll gain: MySQL Workbench, Data Validation, SQL, MySQL, Query Languages, Analytical Skills, Relational Databases, Scripting

    4.5
    Rating, 4.5 out of 5 stars
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    67 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Fundação Instituto de Administração

    Introduction to Strategy

    Skills you'll gain: Strategic Thinking, Business Strategy, Business Strategies, Strategic Decision-Making, Competitive Analysis, Organizational Strategy, Decision Making, Corporate Strategy, Market Analysis, Analysis, Continuous Monitoring, Market Dynamics

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 3 Months

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    Whizlabs

    Deploying Microservices to Kubernetes using Azure DevOps

    Skills you'll gain: Kubernetes, Azure DevOps, Node.JS, CI/CD, DevOps, Microsoft Azure, Microservices, Docker (Software), Containerization, Software Testing, Debugging, Cloud Development, Application Deployment, Scripting, Version Control, YAML, Git (Version Control System)

    4.2
    Rating, 4.2 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Blue Prism

    Blue Prism Foundation Training

    Skills you'll gain: Robotic Process Automation, Business Objects Framework, Business Process Automation, Process Flow Diagrams, Automation, Process Design, Workflow Management, Process Analysis, Process Development, Business Process, Process Validation, Release Management, Data Import/Export, Decision Making, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
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    37 reviews

    Beginner · Course · 1 - 3 Months

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    Emory University

    Marketing Channel Benefits

    Skills you'll gain: Marketing Channel, Strategic Marketing, Business Marketing, Customer experience strategy (CX), Go To Market Strategy, Target Market, Customer Analysis, Market Research, Value Propositions, Market Opportunities, Case Studies, B2B Sales, Consumer Behaviour, Strategic Thinking, Innovation

    4.5
    Rating, 4.5 out of 5 stars
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    53 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Starweaver

    Strategic Public Relations Planning

    Skills you'll gain: Target Audience, Public Relations, Strategic Communication, Corporate Communications, Crisis Management, Marketing and Public Relations, Persuasive Communication, Marketing Effectiveness, Content Performance Analysis, Media and Communications, Marketing Budgets, Persona Development, Campaign Management, Stakeholder Analysis, Technology Strategies, Smart Goals, Teamwork, Ethical Standards And Conduct

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    AI Enhancement with Knowledge Graphs - Mastering RAG Systems

    Skills you'll gain: LLM Application, Semantic Web, Large Language Modeling, Prompt Engineering, Graph Theory, Generative AI, Query Languages, Artificial Intelligence, Systems Integration, Data Visualization Software, Unstructured Data, Development Environment

    4.8
    Rating, 4.8 out of 5 stars
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    6 reviews

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Data Pipelines, Keras (Neural Network Library), Google Cloud Platform, MLOps (Machine Learning Operations), Data Cleansing, Deep Learning, Application Deployment, Applied Machine Learning, Data Transformation, Artificial Neural Networks, Machine Learning

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Fractal Analytics

    Human Decision Making and its Biases

    Skills you'll gain: Decision Making, Critical Thinking, Analytical Skills, Behavioral Economics, Complex Problem Solving, Data Analysis, Artificial Intelligence, Emotional Intelligence, Self-Awareness, Psychology, Communication, Algorithms

    4.9
    Rating, 4.9 out of 5 stars
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    38 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Judgmental Business Forecasting in Excel: Macquarie University
  • Data Analysis in R: Predictive Analysis with Regression: Coursera
  • LangChain MasterClass: Build 15 LLM Apps with Python: Packt
  • Complex Retrieval Queries in MySQL Workbench: Coursera
  • Introduction to Strategy: Fundação Instituto de Administração
  • Deploying Microservices to Kubernetes using Azure DevOps: Whizlabs
  • Blue Prism Foundation Training: Blue Prism
  • Marketing Channel Benefits: Emory University
  • Strategic Public Relations Planning: Starweaver
  • AI Enhancement with Knowledge Graphs - Mastering RAG Systems: Packt

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