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Optimism courses 1,762

Learn Optimism online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 1,762 courses

Microsoft

Training with AI tools

In this module, you learn various AI-powered tools and how to effectively use them in your training sessions for an optimized learning experience.

  • Microsoft Learn
  • 2 hours
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Massachusetts Institute of Technology

MIT 18.086 Mathematical Methods for Engineers II, Spring '06

This graduate-level course is a continuation of Mathematical Methods for Engineers I (18.085). Topics include numerical methods; initial-value problems; network flows; and optimization. View the complete course at: http://ocw.mit.edu/18-086S06 License: Creative Commons BY-NC-SA More information at…

Video playlist
  • YouTube
  • 29 videos, 25 hours
  • Self-paced
  • Free video

Carnegie Mellon University

CMU Special Topics in Database: Query Optimization (15-799 - Spring 2025)

This course is a hands-on exploration of the most challenging problem in computer science: database query optimization. It will cover the classical and state-of-the-art methods and algorithms for converting SQL statements into physical query plans. Additional topics include cost models, feedback me…

Video playlist
  • YouTube
  • 14 videos, 17 hours
  • Self-paced
  • Free video

Microsoft

Optimize database performance

Optimize Azure SQL Database performance by choosing the right service tier and managing concurrency with isolation levels. Analyze queries with execution plans and DMVs. Use Query Store for plan management and resolve blocking and deadlocks.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Use AutoML in Azure Databricks

Learn how to use AutoML to train optimal machine learning models for your data in Azure Databricks.

  • Microsoft Learn
  • 45 minutes
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Analyze and debug your generative AI app with tracing

Learn how to implement tracing in your generative AI applications using Microsoft Foundry and OpenTelemetry. This module teaches you to capture detailed execution flows, debug complex workflows, and understand application behavior for better reliability and optimization.

  • Microsoft Learn
  • 1 hour
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

École normale supérieure

Approximation Algorithms Part I

4.7558 ratings

Approximation algorithms, Part I How efficiently can you pack objects into a minimum number of boxes? How well can you cluster nodes so as to cheaply separate a network into components around a few centers? These are examples of NP-hard combinatorial optimization problems. It is most likely impossi…

  • Coursera
  • 37 hours
  • Self-paced
  • Paid certificate

The Chinese University of Hong Kong

Basic Modeling for Discrete Optimization

4.8460 ratings

Optimization is a common form of decision making, and is ubiquitous in our society. Its applications range from solving Sudoku puzzles to arranging seating in a wedding banquet. The same technology can schedule planes and their crews, coordinate the production of steel, and organize the transportat…

  • Coursera
  • 4 weeks of study, 6-12 hours/week
  • Self-paced
  • Paid certificate

Microsoft

Monitor, troubleshoot and optimize workloads in Azure Databricks

Learn how to monitor cluster consumption, troubleshoot job failures, diagnose Spark performance issues, and implement log streaming to Azure Log Analytics for centralized monitoring of Azure Databricks workloads.

  • Microsoft Learn
  • 1.5 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Microsoft

Choose a Power BI model framework

Learn about Power BI model frameworks including import, DirectQuery, and composite models. Understand the benefits and limitations of each to optimize your data models.

  • Microsoft Learn
  • 45 minutes
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Great Learning

Data Science in FMCG

4.6274 ratings

This course on how Data Science, in a few of the many ways, unwraps, market, evolution, optimizes digital manufacturing that underpins and nurtures a key transformation road map in the CPG industry. This course will give a glimps…

  • Great Learning Academy
  • 1 hour
  • Self-paced
  • Free course
  • Free certificate
  • Intermediate

Microsoft

Optimize generative AI model performance with Microsoft Foundry

Explore complementary strategies to optimize generative AI model performance, including prompt engineering, system messages, model parameters, Retrieval Augmented Generation (RAG), and fine-tuning. Learn when to use each strategy and how to combine them.

  • Microsoft Learn
  • 2 hours
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

Stanford University

Stanford EE364A Convex Optimization I Stephen Boyd I 2023

Concentrates on recognizing and solving convex optimization problems that arise in applications. Convex sets, functions, and optimization problems. Basics of convex analysis. Least-squares, linear and quadratic programs, semidefinite programming, minimax, extremal volume, and other problems. Optima…

Video playlist
  • YouTube
  • 18 videos, 24 hours
  • Self-paced
  • Free video

IBM

Deep Learning with TensorFlow and Keras

4.418 ratings

Become proficient with tensor operations in PyTorch. Learn how to build and train linear regression models from scratch, apply logistic regression for classification tasks, and handle data efficiently while optimizing models using gradient descent techniques.

  • edX
  • 5 weeks, 2 - 4 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Microsoft

Optimize Azure costs with data analysis in Power BI

Use Power BI to understand where your money is being spent in Azure so you can help your organization to optimize its costs.

  • Microsoft Learn
  • 25 minutes
  • Self-paced
  • Free course
  • Free badge
  • Beginner

Microsoft

Configure and manage Azure Database for PostgreSQL

Azure Database for PostgreSQL efficiently manages vast quantities of data and their structures through system catalogs and views. This module explores how to optimize database performance by accessing and configuring metadata, understanding the role of the vacuum process in maintaining database hea…

  • Microsoft Learn
  • 45 minutes
  • Self-paced
  • Free course
  • Free badge
  • Intermediate

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