Artificial Intelligence by CrashCourse
In 20 episodes, Jabril will teach you about Artificial Intelligence and Machine Learning!
Neural Networks Demystified
In this short series, we will build and train a complete Artificial Neural Network in python.
Design and Analysis of Algorithms
Comprehensive exploration of algorithm design techniques, analysis frameworks, and problem-solving strategies, covering divide-and-conquer, greedy algorithms, dynamic programming, and NP-completeness.
Linear Regression and Linear Models
Learn powerful statistical tools: linear regression and models. Predict continuous values using various data types. Covers least squares, multiple regression, t-tests, ANOVA, and R implementation.
Logistic Regression
Learn to predict discrete outcomes using logistic regression, covering coefficients, maximum likelihood, R-squared, p-values, deviance, and practical implementation in R.
Graph Theory
Comprehensive exploration of graph theory algorithms, covering search, shortest paths, trees, topological sorting, network flow, and more, with practical implementations and problem-solving techniques.
Kubernetes Essentials
Learn Kubernetes fundamentals, including Pods, Ingress, Deployments, and related technologies like Helm, Knative, and Istio. Explore containerization, orchestration, and managed solutions.
CSS Tutorials for Beginners
Comprehensive guide to CSS fundamentals, covering selectors, styling techniques, box model, and practical website building for beginners seeking to enhance their web design skills.
Data Structures
Comprehensive exploration of data structures, algorithms, and complexity, covering linked lists, hashes, trees, heaps, sorting techniques, and advanced topics like AVL and Red-Black trees.
Data Structures Playlist
Comprehensive playlist covering essential data structures, from arrays to advanced trees, with implementation details and algorithmic applications.
JUnit 5 Basics
Master JUnit 5 fundamentals, from creating and running tests to advanced features like lifecycle hooks, conditional executions, and nested classes. Improve your Java testing skills and code quality.
Artificial Intelligence
Comprehensive exploration of AI concepts, from search algorithms and logic to planning, expert systems, uncertainty reasoning, fuzzy logic, machine learning, and natural language processing.
Artificial Intelligence
Comprehensive exploration of AI concepts, algorithms, and techniques, covering search strategies, optimization methods, game playing, planning, constraint satisfaction, and knowledge-based systems.
Machine Learning with Python and Scikit-Learn
Aprenda a aplicar machine learning com Python e Scikit-learn para investimentos, explorando algoritmos supervisionados e não supervisionados, incluindo SVM, KMeans e Mean Shift.
Neural Networks from Scratch in Python
Build and understand neural networks from the ground up, covering key concepts like neurons, layers, activation functions, and loss calculation in Python.
Cloud Native Explained
Explore key cloud technologies including microservices, infrastructure as code, service mesh, containers, APIs, serverless, and event-driven architecture for modern application development.
Spring Boot Microservices Level 2 - Fault Tolerance and Resilience
Learn advanced fault tolerance and resilience techniques for Spring Boot microservices, including circuit breakers, timeouts, and Hystrix implementation for robust, scalable distributed systems.
Angular 2 Tutorials
Comprehensive Angular 2 guide covering installation, TypeScript, components, data binding, routing, directives, pipes, services, and Firebase integration for web development.
Make a JavaScript Drum Kit in Vanilla JS
A 30 day Vanilla JavaScript Challenge! Grab all the videos, exercises and coded solutions over at https://JavaScript30.com.
Arduino Tutorial
Learn Arduino programming through hands-on projects, from basic sensors to advanced games like Pong and Conway's Game of Life. Master schematic reading and circuit design.
MongoDB Tutorial for Beginners
Hey ninjas, in this MongoDB Tutorial series, I'll teach you all of the basics of MongoDB, including how to install and connect to MongoDB on your local computer as well as create, read, update and delete data.We'll also learn a little bit about Mocha te…