MrinmoiHossain/Reinforcement-Learning-Specialization-Coursera

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MrinmoiHossain/Reinforcement-Learning-Specialization-Coursera

MrinmoiHossain

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Online-Courses-Learning

Contains the online course about Data Science, Machine Learning, Programming Language, Operating System, Mechanial Engineering, Mathematics and Robotics provided by Coursera, Udacity, Linkedin Learning, Udemy and edX.

Deep-Learning-Specialization-Coursera

Deep Learning Specialization Course by Coursera. Neural Networks, Deep Learning, Hyper Tuning, Regularization, Optimization, Data Processing, Convolutional NN, Sequence Models are including this Course.

Jupyter Notebook

HackerRank

HackerRank Online Judge Problem Solutions included Algorithms, Data Structure, Mathematics, Programming Language

Udacity-Deep-Learning-Nanodegree

The course is contained knowledge that are useful to work on deep learning as an engineer. Simple neural networks & training, CNN, Autoencoders and feature extraction, Transfer learning, RNN, LSTM, NLP, Data augmentation, GANs, Hyperparameter tuning, Model deployment and serving are included in the course.

Jupyter Notebook

TensorFlow-in-Practice-Coursera

Hands on practice courses about machine learning framework TensorFlow provided by Coursera. In this project, Tensorflow is implemented on MLP, CNN, NLP and Sequence Time Series & Prediction.

Jupyter Notebook

Advanced-Machine-Learning-Coursera

Coursera - Advanced Machine Learning Course

Jupyter Notebook

Udacity-Cloud-DevOps-Engineer-Nanodegree

Learn to design and deploy infrastructure as code, build and monitor CI/CD pipelines for different deployment strategies, and deploy scaleable microservices using Kubernetes.

Robot-Operating-System-Udemy

Robot Operating System course provided by Udemy and the author is Anis Koubaa. Project contains ROS basic file system, ROS Service, ROS Message, ROS Communication etc and C++ & python both programming languages are used.

Udacity-Intel-Edge-AI-for-IoT-Developers-Nanodegree

Leverage the Intel® Distribution of OpenVINO™ Toolkit to fast-track development of high-performance computer vision and deep learning inference applications, and run pre-trained deep learning models for computer vision on-premise.

Jupyter Notebook

Deploy-a-Static-Website-on-AWS

In this project, a static website to AWS is deployed. For hosting this static website, S3 bucket is used and all necessary website files is uploaded the to bucket.

LeetCode

LeetCode Solutions.

Linux-Essential

Computer-Vision-Coursera

Coursera - Computer Vision Specialization Course

Jupyter Notebook

Data-Science-Coursera

Cousera Data Science Course - Johns Hopkins University

Jupyter Notebook

Agent-License

Online base license registration application for agent companies. Application is included admin panel, user panel, search option, real time visualization of register.

Algorithms

Algorithms for Programming Contest

Data-Structures-and-Algorithms-Specialization-Coursera

Apply basic algorithmic techniques such as greedy algorithms, binary search, sorting and dynamic programming to solve programming challenges.

Jupyter Notebook

Jenkins-Pipelines-on-AWS

Create and run an instance on AWS, configure Jenkins, and create a pipeline to deploy a static website on S3.

RedHat-Certifications-and-Exams

The project contain all necessary scripts and document that is needed to complete the RedHat certification and exam.

HackerEarth

Hacker Earth Online Judge Problem Solution

Deploy-a-high-availability-web-app-using-CloudFormation

Deploying web servers for a highly available web app using CloudFormation.

Dev-Skill

DevSkill Online Judge Problem Solutions using C++

60DaysOfUdacity

60 Days coding challenge of Udacity Course

Jupyter Notebook

Uri-Online-Judge

Solutions of URI online judge

Operationalize-a-Machine-Learning-Microservice-API

Operationalize the developing working process of machine learning microservice using Kubernetes.

TechTrends-Application

A web application using Flask & SQLite and Docker is used for containerized the application. Kubernetes platform is used to deploy the application and GitHub Actions & ArgoCD is used for CI/CD pipeline. And, Helm is also used to package the deployment manifests.