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Learn Optimism online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
CodeSignal
Learn CUDA from the ground up by managing GPU memory, launching 1D and 2D kernels, optimizing with shared memory, and building practical image-processing pipelines for graphics-oriented parallel computing.
Alison
The ISO 55001 standard provides a structured and systematic approach to asset management that enables organizations to optimize their assets' value, enhance their performance, and minimize risks. This online course is designed to give participants an in-depth understanding of the ISO 55001 requirem…
CodeSignal
Prepare for advanced coding interviews by strengthening your Python problem-solving skills with efficient algorithms and data structures. Practice decomposing complex tasks, optimizing solutions, and working with hash maps, heaps, sorted lists, and multidimensional arrays.
CodeSignal
Learn DSPy, a Pythonic framework for building robust AI systems without brittle prompts. Define tasks with signatures, compose modules, evaluate with metrics, and optimize prompts or models—all in an iterative, modular workflow.
CodeSignal
Learn to preprocess, model, and forecast time series data using RNNs, LSTMs, and GRUs in TensorFlow. Build, evaluate, and optimize models for univariate and multivariate forecasting and classification tasks.
CodeSignal
Learn how to improve the performance of machine learning and deep learning models through a structured, hands-on path. This series covers model evaluation, regularization, hyperparameter tuning, and neural network optimization using tools like scikit-learn, XGBoost, and PyTorch.
Alison
Game theory is a mathematical framework that helps us understand the intricacies of strategic interactions and decision-making among rational individuals. This course unpacks the utility and relevance of game theory for analyzing, predicting, and optimizing outcomes in varied situations. You will e…
CodeSignal
Master machine learning by implementing regression, classification, and optimization algorithms from scratch in C++. Build models like linear regression, k-NN, and decision trees, and learn key evaluation metrics—no high-level libraries required.
CodeSignal
Learn TensorFlow and practice your ML skills with our comprehensive learning path. Ideal for beginner and intermediate ML Engineers, it covers the essentials and advanced techniques for building and optimizing Deep Learning models.
CodeSignal
This path introduces Pinecone as the backbone for building vector-based search—covering embedding generation, semantic retrieval, and scalable optimization. Learn to create fast, intelligent search systems from the ground up.
Coursera
In this course, you'll unlock the power of ANSYS simulation tools through engaging hands-on exercises. You'll gain practical experience with parametric designs and genetic optimization algorithms, as well as topology optimization for creating efficient, lightweight component shapes. This course is…
Alison
Ever find yourself grappling with how to bridge the gap between organizational goals and employee performance? Our Strategic Training Needs Analysis Mastery course is the solution you've been seeking. Uncover the secrets to identifying, implementing, and optimizing training initiatives that align s…
CodeSignal
Build neural networks from scratch with Python and NumPy, from dense layers and activation functions to backpropagation and optimization. Package your components into a reusable library and apply it to a regression problem.
Intel
Technology has become increasingly integrated with the provision of adequate education for learners worldwide. There is a need to study the advantages and shortcomings of this integration to provide educators with optimal teaching and learning practices. This course supports the educator's adaptati…
Alison
In this course, you will explore the fundamentals of Facebook marketing, focusing on how to use Facebook’s tools to effectively grow your business. You’ll learn how to set up and optimize a Facebook Business Page, create compelling ad campaigns, and select the best ad formats to achieve your goals.…
L&T EduTech
In the dynamic field of HVAC technology, strategies like Demand Control Ventilation (DCV) are revolutionizing indoor air quality and energy efficiency. DCV dynamically adjusts ventilation rates based on real-time occupancy and air quality indicators, optimizing conditions for occupants while minimi…
Coursera
Welcome to "Job Shop Scheduling Using MILP Optimization on RStudio". This is a project-based course which should take under 2 hours to finish. Before diving into the project, please take a look at the course objectives and structure. By the end of this project, you will gain introductiory knowledge…
Coursera
Quality has been a thorny issue for the software development industry. From early programs to modern applications, software has always been prone to bugs- defects that shouldn’t be there yet often make their way into production, diminishing user experience and frustrating developers. Ensuring that…
Howard University
This course introduces how to classify data and create models used to solve business models. Learners will use Solver to create expressions to find optimal paths for business problems.
University of Arizona
Master the execution of digital marketing through social media, search engine optimization, search engine marketing, and e-commerce/mobile strategies. This course provides hands-on knowledge of channel-specific tactics, from selecting social platforms and optimizing for search engines to designing…
