Mining Engineering Courses

Great Learning

Unsupervised Learning Tutorial - Clustering Algorithm - Association Rule Mining

This Unsupervised Learning Tutorial will introduce you to the nitty gritty of Machine Learning and How Unsupervised Algorithms Work.

• YouTube
• 4 hours 10 minutes
• On-Demand
• Free Video

Great Learning

Apriori Algorithm in Data Mining - Association Rule Mining - Data Science Algorithm

Comprehensive tutorial on the Apriori algorithm in data mining, covering its importance, application in association rule mining, and implementation, with a focus on conjoint analysis and market basket analysis.

• YouTube
• 1 hour 37 minutes
• On-Demand
• Free Video

Great Learning

Decision Tree in Data Mining and Machine Learning - Algorithm Tutorial

This 'Decision Tree in Data Mining' video will help you to comprehensively learn all the concepts of decision tree such as Impurity, Gini index, and pruning.

• YouTube
• 2 hours 20 minutes
• On-Demand
• Free Video

Hussein Nasser

Reverse Engineering Series

Explore popular apps' backend APIs, UX design, and performance through reverse engineering, enhancing your software engineering skills by learning from industry leaders.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Hussein Nasser

Database Engineering

Comprehensive exploration of database engineering concepts, from ACID transactions to advanced indexing techniques. Covers various database systems, performance optimization, and real-world applications.

• YouTube
• 1 day 8 hours
• On-Demand
• Free Video

Hussein Nasser

Network Engineering

Comprehensive exploration of network engineering concepts, protocols, and technologies, covering OSI model, TCP/UDP, NAT, security, load balancing, and more through practical examples and real-world applications.

• YouTube
• 17 hours
• On-Demand
• Free Video

Hussein Nasser

Software Engineering Highlights

Explore key software engineering concepts, from databases and networking to security and APIs, with hands-on examples using popular tools like Docker, Redis, and Node.js.

• YouTube
• 4 hours 30 minutes
• On-Demand
• Free Video

Hussein Nasser

Backend Engineering - Intermediate

Comprehensive system design concepts for backend engineers, covering TCP, proxying, databases, HTTP/2, load balancing, API optimization, and more. Ideal for intermediate learners preparing for design interviews.

• YouTube
• 1 day 2 hours
• On-Demand
• Free Video

Hussein Nasser

Backend Engineering - Advanced

Comprehensive video series on advanced backend engineering concepts, covering system design, databases, protocols, and performance optimization for experienced developers.

• YouTube
• 1 day
• On-Demand
• Free Video

Entmystifizierung von KI, Data Science und Big Data: Grundlagen, Arbeitsschritte und Anwendungen in der Datenanalyse, vom Rohdaten-Management bis zur visuellen Ergebnisdarstellung.

• openHPI
• 7 weeks
• On-Demand
• Free Online Course

Explore the interplay between sustainable innovation, diversity, and engineering culture. Gain insights into designing inclusive products and fostering collaborative environments in tech enterprises.

• EMMA
• 6 weeks
• On-Demand
• Free Online Course

Technion - Israel Institute of Technology;  Campus - the Israeli National Project for Digital Learning Microcredential

Model-Based Systems Engineering - MBSE

Learn Model-Based Systems Engineering using Object-Process Methodology for conceptual modeling of complex systems. Gain practical skills with OPCloud and apply MBSE principles to diverse real-world scenarios.

• edX
• 10 weeks, 5-6 hours a week
• On-Demand
• $378.00
• 2 courses

Microcredential

Data Engineering, Big Data and ML on Google Cloud 日本語版

Google Cloud Platformでデータ処理システムを設計・構築する実践的入門コース。構造化・非構造化・ストリーミングデータの処理、分析、機械学習の実施方法を学び、ビッグデータ変換スキルを習得。

• Coursera
• 8 weeks, 19 hours a week
• On-Demand
• Paid Course
• 5 courses

The AI University

Data Engineering Full Hands-on Course

Comprehensive hands-on introduction to data engineering, covering data lake architecture, Cloudera tools, Apache Sqoop, and practical HDFS and MySQL operations.

• YouTube
• 1 hour 30 minutes
• On-Demand
• Free Video

Gurukul Online Learning Network [ GOLN ]

General Textile Process 1 - Textile Engineering - Polytechnic - Gurukul Textile Engineering

টেক্সটাইল প্রক্রিয়াকরণের মৌলিক ধারণা, যন্ত্রপাতি এবং কৌশল সম্পর্কে বিস্তারিত শিক্ষা। সুতা তৈরি থেকে শুরু করে কাপড় বোনা পর্যন্ত সমস্ত প্রক্রিয়া সম্পর্কে ব্যাপক জ্ঞান প্রদান করে।

• YouTube
• 2 hours 30 minutes
• On-Demand
• Free Video