Solvir

https://solvir.io Solvir is a software agency created by elite IT specialists for developing technical solutions in the field of AI & Machine Learning, Web Development, and Advanced Algorithms. Services we offer (along with the used technologies): Web Development & Design: 🔷 JavaScript 🔷 Python 🔷 PHP 🔷 Java 🔷 HTML/CSS 🔷 Angular 🔷 React 🔷 Flask 🔷 Redux 🔷 Figma 🔷 Adobe XD 🔷 Adobe Illustrator 🔷 Relational DBMS (SQL, MySQL, PostgreSQL) 🔷 MongoDB Algorithms & Data structures 🔷 All commonly used Data Structures: Arrays, Linked-List, BST, Queue, Stack, heap, B-tree, etc. 🔷 Graph theory: DFS, BFS, Dijkstra, A*, MST, SCC, etc. 🔷 Tree-like algorithms: Segment tree, Fenwick tree, K-dimensional tree, Centroid tree, Treap, etc. 🔷 Greedy algorithms 🔷 Dynamic programming 🔷 Searching algorithms: Binary search and Ternary search, Hashing, Trie 🔷 Time complexity analysis Data Science and Machine Learning: 🔷 Regression models (Linear Regression, Logistic Regression, Regularization). 🔷 Classification Algorithms (Bays Classifier, KNN, SVM, Kernel-SVM). 🔷 Dimensionality reduction (PCA, MDS). 🔷 Decision Trees (Learning Decision Trees, Information Gain, Entropy, Gini Index). 🔷 Neural Networks (Convolutional Neural Nets, NLP). 🔷 Neural Networks optimization techniques (Drouputs, Batch Normalization, Early stopping, LR-Scheduling, Data Augmentation, Transfer Learning).