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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


  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Integración y preparación de datos

    Skills you'll gain: Data Integration, Data Literacy, Data Quality, Exploratory Data Analysis, Data Preprocessing, Data Transformation, Data Cleansing, Data Manipulation, Jupyter, Data Compilation, Data Visualization, Data Analysis, Data-Driven Decision-Making, Data Science, Data Management, Pandas (Python Package), Predictive Modeling, Python Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    104 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Mastering Recommendation Systems with Python

    Skills you'll gain: Model Evaluation, Data Preprocessing, Feature Engineering, AI Personalization, Applied Machine Learning, Data Science, Machine Learning, Scalability, Data Manipulation, Python Programming, Data Transformation, Pandas (Python Package), Predictive Analytics, Machine Learning Methods, Predictive Modeling, Text Mining, Development Environment, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, NumPy

    4.7
    Rating, 4.7 out of 5 stars
    ·
    59 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    H

    HubSpot Academy

    Sales Training: Inbound Business Strategy

    Skills you'll gain: Prospecting and Qualification, Lead Generation, Consumer Behaviour, Sales Enablement, Sales Management, Service Level Agreement, Sales Strategy, Sales Process, Sales, Customer Acquisition Management, Content Marketing, Business Strategy, Customer experience strategy (CX), Customer Retention

    4.8
    Rating, 4.8 out of 5 stars
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    123 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Growing Great Writers with Writable

    Skills you'll gain: Constructive Feedback, Writing, Education Software and Technology, Literacy

    4.4
    Rating, 4.4 out of 5 stars
    ·
    34 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Azure ML: Deploying, Managing, and Experimenting with Models

    Skills you'll gain: Model Deployment, Responsible AI, Microsoft Azure, MLOps (Machine Learning Operations), Data Management, Cloud Management, Cloud Deployment, Applied Machine Learning, Model Evaluation, Scalability, Data Preprocessing, Machine Learning, Performance Tuning, Feature Engineering, Machine Learning Algorithms

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universitat Autònoma de Barcelona

    Sustainable high-end tourism

    Skills you'll gain: Service Design, Hospitality, Hospitality Management, Customer Insights, Customer experience improvement, Sustainable Business, Sustainable Development, Consumer Behaviour, Marketing Strategy and Techniques, Innovation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Change Leadership: Strategic Route Analysis with Miro

    Skills you'll gain: Change Management, Visionary, Organizational Change, Business Transformation, Strategic Leadership, Innovation, Process Analysis, Leadership and Management, Business Process Reengineering, Business Workflow Analysis, Adaptability

    4.6
    Rating, 4.6 out of 5 stars
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    41 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    A

    Alibaba Cloud Academy

    Big Data Analytical Platform on Alibaba Cloud

    Skills you'll gain: Data Visualization Software, Big Data, Apache Hadoop, Apache Spark, Apache Hive, Distributed Computing, Data Processing, Data Warehousing, Data Integration, Cloud Security, Cloud Technologies, Artificial Intelligence and Machine Learning (AI/ML), SQL

    4.3
    Rating, 4.3 out of 5 stars
    ·
    52 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    N

    Northeastern University

    Evaluating the Quality of Healthcare Delivery

    Skills you'll gain: Quality Assessment, Program Evaluation, Value-Based Care, Health Systems, Patient Safety, Quality Improvement, Performance Measurement, Health Policy, Scientific Methods, Performance Analysis, Performance Reporting

    4.7
    Rating, 4.7 out of 5 stars
    ·
    38 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Evaluating Public Health Programs at Scale

    Skills you'll gain: Program Evaluation, Health Equity, Data Collection, Institutional Review Board (IRB), Public Health, Research Design, Health Assessment, Policy Analysis, Healthcare Ethics, Surveys, Maternal Health, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado System

    Capstone: Creating A Sustainability Proposal

    Skills you'll gain: Proposal Development, Sustainability Reporting, Stakeholder Engagement, Corporate Sustainability, Sustainable Business, Proposal Writing, Social Impact, Budgeting, Financial Analysis, Feasibility Studies, Operational Analysis, Project Implementation, Case Studies, Cost Benefit Analysis

    4.8
    Rating, 4.8 out of 5 stars
    ·
    61 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Transforming Data in R

    Skills you'll gain: Data Manipulation, Data Transformation, Pivot Tables And Charts, Data Wrangling, Data Cleansing, Data Integration, R Programming, Data Preprocessing

    4.6
    Rating, 4.6 out of 5 stars
    ·
    25 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Integración y preparación de datos: Universidad de los Andes
  • Mastering Recommendation Systems with Python: EDUCBA
  • Sales Training: Inbound Business Strategy: HubSpot Academy
  • Growing Great Writers with Writable: Coursera
  • Azure ML: Deploying, Managing, and Experimenting with Models: Whizlabs
  • Sustainable high-end tourism: Universitat Autònoma de Barcelona
  • Change Leadership: Strategic Route Analysis with Miro: Coursera
  • Big Data Analytical Platform on Alibaba Cloud : Alibaba Cloud Academy
  • Evaluating the Quality of Healthcare Delivery: Northeastern University
  • Evaluating Public Health Programs at Scale: Johns Hopkins University

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