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Math For Machine Learning Courses

Courses in Math for Machine Learning often teach linear algebra, calculus, probability, and statistics, providing a solid foundation for understanding algorithms. You can build skills in optimization techniques, data analysis, and model evaluation, which are crucial for effective machine learning applications. Many courses introduce tools like Python libraries such as NumPy and TensorFlow, which help you implement mathematical concepts in AI projects and enhance your ability to work with data-driven models.


Popular Math For Machine Learning Courses and Certifications


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    Snowflake

    Building AI Agents with Snowflake

    Skills you'll gain: AI Orchestration, AI Workflows, Model Context Protocol, Snowflake Schema, LLM Application, Artificial Intelligence, Tool Calling, Agentic systems, Prompt Engineering, Embeddings, Model Evaluation, SQL, Unstructured Data

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply Advanced Computer Graphics in C# .NET

    Skills you'll gain: UI Components, Image Analysis, Application Design

    Intermediate · Course · 1 - 4 Weeks

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    Logical Operations

    Data Analysis and Visualization with Microsoft Excel

    Skills you'll gain: Data Storytelling, Data Analysis Expressions (DAX), Excel Formulas, Data Transformation, Data Presentation, Microsoft Excel, Data Visualization, Sampling (Statistics), Dashboard, Data Visualization Software, Spreadsheet Software, Report Writing, Pivot Tables And Charts, Data Analysis, Statistical Analysis, Data Cleansing, Microsoft Office, Geospatial Mapping, Microsoft 365, Productivity Software

    Intermediate · Specialization · 3 - 6 Months

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    Logical Operations

    Crystal Reports: Enhancing, Importing, and Exporting Reports

    Skills you'll gain: Microsoft Excel, Business Reporting, Spreadsheet Software, Report Writing, Management Reporting, Microsoft Access, Data Presentation, Data Analysis Software, Data Visualization, Data Integration, Business Intelligence, Data Analysis, Microsoft Office

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Data Engineering, Big Data and ML on Google Cloud en Español

    Skills you'll gain: Model Deployment, Data Lakes, Google Cloud Platform, Data Pipelines, Dataflow, Apache Spark, Extract, Transform, Load, Big Data, Tensorflow, Data Integration, Data Processing, Data Warehousing, Apache Hadoop, Data Architecture, Real Time Data, Data Management, Metadata Management, Unstructured Data, Data Quality, Applied Machine Learning

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    Rating, 4.7 out of 5 stars
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    815 reviews

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Master QuickBooks Pro: Manage and Optimize Finances

    Skills you'll gain: QuickBooks (Accounting Software), Vendor Management, Inventory and Warehousing, Accounting Software, Customer Data Management, Financial Analysis, Billing & Invoicing, Sales Management, Financial Reporting, Expense Management, Payroll, Accounts Payable, Bookkeeping, Cash Flows, Accounts Receivable

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    Rating, 3.8 out of 5 stars
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    19 reviews

    Beginner · Course · 1 - 3 Months

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    Packt

    Routing, Network Devices, and Security

    Skills you'll gain: Routing Protocols, Network Security, Network Routing, TCP/IP, Open Shortest Path First (OSPF), Network Protocols, Network Switches, Virtual Local Area Network (VLAN), Network Monitoring, Virtual Private Networks (VPN), Firewall, Network Infrastructure, Network Troubleshooting, Border Gateway Protocol, Network Performance Management, Virtual Networking, Network Analysis, Authentications, Encryption

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Analyze Marketing Data: Drive Campaign Success

    Skills you'll gain: Spreadsheet Software, Marketing Analytics, Pivot Tables And Charts, Trend Analysis, Marketing Budgets, Marketing Strategies, Microsoft Excel, Google Sheets, Business Reporting, Data-Driven Decision-Making, Performance Reporting, Time Series Analysis and Forecasting, Marketing, Descriptive Analytics, Performance marketing, Performance Metric, Business Metrics, Performance Measurement

    Beginner · Course · 1 - 4 Weeks

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    University of London

    Finding Your Professional Voice: Confidence & Impact

    Skills you'll gain: Oral Expression, Public Speaking, Verbal Communication Skills, Assertiveness, Self-Awareness, Communication, Personal Attributes, Composure, Interpersonal Communications, Executive Presence, Emotional Intelligence, Respiration

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    Rating, 4.7 out of 5 stars
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    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Automate, Optimize, and Maintain AI Systems

    Skills you'll gain: AI Security, Ansible, Patch Management, MLOps (Machine Learning Operations), Generative AI, Site Reliability Engineering, System Monitoring, Infrastructure as Code (IaC), Incident Management, Problem Management, Continuous Monitoring, IT Automation, Disaster Recovery, Automation, Predictive Analytics

    Intermediate · Course · 1 - 4 Weeks

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    L&T EduTech

    Design of General Utility Systems

    Skills you'll gain: Energy and Utilities, Process Engineering, Plant Operations and Management, Electrical Systems, Process Control, Water Quality, Control Systems, Engineering Design Process, Construction Engineering, Materials science

    Intermediate · Course · 1 - 3 Months

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    Coursera

    SAP: Post Invoices, Track Payments

    Skills you'll gain: Accounts Payable, Accounts Payable and Receivable, Invoicing, Billing & Invoicing, Data Entry, Payment Processing and Collection, Transaction Processing, SAP Applications, Accounting Systems, Accounting and Finance Software, Accounting Records, General Ledger, Enterprise Resource Planning

    Beginner · Course · 1 - 4 Weeks

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

  • Building AI Agents with Snowflake: Snowflake
  • Apply Advanced Computer Graphics in C# .NET: EDUCBA
  • Data Analysis and Visualization with Microsoft Excel: Logical Operations
  • Crystal Reports: Enhancing, Importing, and Exporting Reports: Logical Operations
  • Data Engineering, Big Data and ML on Google Cloud en Español: Google Cloud
  • Master QuickBooks Pro: Manage and Optimize Finances: EDUCBA
  • Routing, Network Devices, and Security: Packt
  • Analyze Marketing Data: Drive Campaign Success: Coursera
  • Finding Your Professional Voice: Confidence & Impact: University of London
  • Automate, Optimize, and Maintain AI Systems: Coursera

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