Online_tutorials.md

Interesting Tutorials

Google ML / Stanford / crash-courses

• https://ai.google/education/
• https://developers.google.com/machine-learning/crash-course/
• https://developers.google.com/machine-learning/crash-course/prereqs-and-prework
• https://eu.udacity.com/course/intro-to-machine-learning--ud120
• https://executive-education.mit.edu/mit-machine-learning-online-short-course-lf/
• https://icml.cc/Conferences/2019/Schedule?showParentSession=4839
• https://learning.udacity.com/cloud-devops-engineer-9991/
• https://ocw.mit.edu/courses/audio-video-courses/
• https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-0001-introduction-to-computer-science-and-programming-in-python-fall-2016/lecture-videos/
• https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/
• https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/
• https://ocw.mit.edu/courses/mathematics/18-065-matrix-methods-in-data-analysis-signal-processing-and-machine-learning-spring-2018/video-lectures/index.htm
• https://pytorch.org/tutorials/
• https://see.stanford.edu/Course/CS229
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-convolutional-neural-networks
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-deep-learning-tips-and-tricks
• https://stanford.edu/~shervine/teaching/cs-230/cheatsheet-recurrent-neural-networks
• https://web.stanford.edu/class/cs20si/
• https://www.coursera.org/collections/tensorflow-deeplearning-ai
• https://www.coursera.org/courses?query=machine%20learning%20andrew%20ng
• https://www.coursera.org/learn/natural-language-processing-tensorflow
• https://www.coursera.org/learn/tensorflow-sequences-time-series-and-prediction
• https://www.coursera.org/lecture/machine-learning/cost-function-rkTp3
• https://www.coursera.org/specializations/tensorflow-in-practice
• https://www.edx.org/micromasters/columbiax-artificial-intelligence
• https://www.edx.org/school/mitx
• https://www.eventbrite.com/e/200-python-deep-dive-spark-and-aimachine-learning-kafka-for-data-science-and-data-engineering-tickets-61414465319
• https://www.lynda.com/Spark-DataFrames-tutorials/Apache-Spark-Deep-Learning-Essential-Training/806165-2.html
• https://www.media.mit.edu/videos/mltalks-videos/
• https://www.newworldai.com/artificial-intelligence-complete-lectures-01-23/
• https://www.nvidia.com/en-au/deep-learning-ai/education/
• https://www.tensorflow.org/tutorials/
• https://www.tensorflow.org/tutorials/images/hub_with_keras
• https://www.tensorflow.org/tutorials/keras/basic_classification
• https://www.coursera.org/lecture/machine-learning-sas/early-stopping-6D2RK#Maschinelles Lernen mittels Sas Viya
• https://codelabs.developers.google.com/codelabs/tensorflow-lab3-convolutions/#3
• https://help.github.com/en/github/writing-on-github/organizing-information-with-tables
• https://addyosmani.com/resources/essentialjsdesignpatterns/book/ - Learning JavaScript Design Patterns
• http://sd.blackball.lv/library/Learning_JavaScript_Design_Patterns_(2012).pdf - Learning JavaScript Design Patterns

YouTube Misc / ML / Stanford / crash-courses

Link URL	Title
https://www.youtube.com/watch?v=-edmQKcOW8s	react
https://www.youtube.com/watch?v=-EPMOaV7h_Q	SQL Server Tutorial For Beginners
https://www.youtube.com/watch?v=09_LlHjoEiY	Algorithms Course - Graph Theory Tutorial from a Google Engineer
https://www.youtube.com/watch?v=0uvWRwLs5Zo	Learn Ethical Hacking
https://www.youtube.com/watch?v=1vbXmCrkT3Y	Big Data & Hadoop Full Course
https://www.youtube.com/watch?v=2_lswM1S264	Ethical Hacking 101: Web App Penetration Testing
https://www.youtube.com/watch?v=2cGHkBeGpeU	Beat Asteroids Game Using a Neural Network - JavaScript Tutorial
https://www.youtube.com/watch?v=2PGnYjbYuUo	linux
https://www.youtube.com/watch?v=3EMxBkqC4z0	Intro to Game Development with JavaScript - Full Tutorial
https://www.youtube.com/watch?v=3Kq1MIfTWCE	Full Ethical Hacking Course - Network Penetration
https://www.youtube.com/watch?v=4C4zqhXwCKs	ArangoBb
https://www.youtube.com/watch?v=6LOwPhPDwVc	MIT Searching and Sorting
https://www.youtube.com/watch?v=8392NJjj8s0	Develop an AI to play Connect Four - Python Tutorial
https://www.youtube.com/watch?v=8DvywoWv6fI	Python for Everybody - Full Course with Dr. Chuck
https://www.youtube.com/watch?v=9Jry5-82I68	MIT Binary Search
https://www.youtube.com/watch?v=9Pzj7Aj25lw	SQL Basics for Beginners
https://www.youtube.com/watch?v=9Wbfk16jEOk	Learn Python and Django
https://www.youtube.com/watch?v=_8V5o2UHG0E	Data Visualization with D3.js - Full Tutorial Course
https://www.youtube.com/watch?v=_bYFu9mBnr4	C++ Programming All-in-One Tutorial Series
https://www.youtube.com/watch?v=_uQrJ0TkZlc	python
https://www.youtube.com/watch?v=_V8eKsto3Ug	R Programming Tutorial - Learn the Basics of Statistical Computing
https://www.youtube.com/watch?v=a07iwuDWhys	Learn Machine Learning: Crash Course for Beginners [Without Math]
https://www.youtube.com/watch?v=b6QhQSnKNSc	Square Root Decomposition
https://www.youtube.com/watch?v=BDqvzFY72mg	Introduction to Power and Politics
https://www.youtube.com/watch?v=C5QFHp1oAws	HTML5, CSS3
https://www.youtube.com/watch?v=C6EWVBNCxsc	MIT Cache Algorithms
https://www.youtube.com/watch?v=ccCblUZFM0w	How to Become a Data Scientist in 2017
https://www.youtube.com/watch?v=cI3FOYIMSYE	Python Django
https://www.youtube.com/watch?v=CNuI8OWsppg	Applied Deep Learning with PyTorch - Full Course
https://www.youtube.com/watch?v=cSKfRcEDGUs	Train an Image Classifier with TensorFlow for Poets
https://www.youtube.com/watch?v=D6esTdOLXh4	Python Django Crash Course
https://www.youtube.com/watch?v=DFKHh7_zzJc	TensorFlow
https://www.youtube.com/watch?v=DLX62G4lc44	Learn React.js - Full Course for Beginners - Tutorial 2019
https://www.youtube.com/watch?v=DooxDIRAkPA	Deep Learning Full Course - Learn Deep Learning in 6 Hours Edureka
https://www.youtube.com/watch?v=dPWYUELwIdM	How Deep Neural Networks Work - Full Course for Beginners
https://www.youtube.com/watch?v=dTXzxSlhTDM	Fullstack Autocomplete Search
https://www.youtube.com/watch?v=DWgD5iloSHs	Dave Anderson - Building Evolutionary API with GraphQL and Python
https://www.youtube.com/watch?v=E-1xI85Zog8	MongoDB with Python Crash Course - Tutorial for Beginners
https://www.youtube.com/watch?v=e1IyzVyrLSU	Python Django Crash Course 2019
https://www.youtube.com/watch?v=E3l_aeGjkeI	Machine Learning Tutorial
https://www.youtube.com/watch?v=eC3MGJIn3Us	Learn Assembly Language
https://www.youtube.com/watch?v=ELE2_Mftqoc	Reinforcement Learning Course - Full Machine Learning Tutorial
https://www.youtube.com/watch?v=ElmiQQa74lI	Think like a recruiter to get discovered Brian Xu
https://www.youtube.com/watch?v=EoYfa6mYOG4	Learn TensorFlow.js
https://www.youtube.com/watch?v=F5mRW0jo-U4	Python Django Web Framework - Full Course for Beginners
https://www.youtube.com/watch?v=f79MRyMsjrQ	Python Tutorial for Programmers
https://www.youtube.com/watch?v=F9UC9DY-vIU	Kotlin Course - Tutorial for Beginners
https://www.youtube.com/watch?v=F_Riqjdh2oM	Quantum Computing for Computer Scientists
https://www.youtube.com/watch?v=FAQxdm0bTaw	Dynamic Programming - AtCoder
https://www.youtube.com/watch?v=fBNz5xF-Kx4	Node.js Crash Course
https://www.youtube.com/watch?v=Fdf5aTYRW0E	Angular Crash Course - 2019
https://www.youtube.com/watch?v=fhRdqbEXp9Y	MEAN Stack CRUD Operations - Beginners Tutorial
https://www.youtube.com/watch?v=fqMOX6JJhGo	Docker Tutorial for Beginners
https://www.youtube.com/watch?v=G8uL0lFFoN0	Express.js & Node.js Course for Beginners - Full Tutorial
https://www.youtube.com/watch?v=GbivbPy00FU	Intro to Angular 5 Tutorial
https://www.youtube.com/watch?v=GhQdlIFylQ8	C Tutorial
https://www.youtube.com/watch?v=Gj0iyo265bc	Classifying Handwritten Digits with TF.Learn
https://www.youtube.com/watch?v=GJJc1t0rtSU	Deep Reinforcement Learning in Python Tutorial
https://www.youtube.com/watch?v=gm1QtePAYTM	Canvas Crash Course Traversy Media
https://www.youtube.com/watch?v=grEKMHGYyns	Learn Java 8 - Full Tutorial for Beginners
https://www.youtube.com/watch?v=GwIo3gDZCVQ	Machine Learning Full Course - Learn Machine Learning 10 Hours
https://www.youtube.com/watch?v=gyiwFcrVRCM	Plant App - React Native
https://www.youtube.com/watch?v=GZvSYJDk-us	APIs for Beginners
https://www.youtube.com/watch?v=hQAHSlTtcmY	Learn React In 30 Minutes
https://www.youtube.com/watch?v=hT3j87FMR6M	Intermediate React Tutorial - Todoist Clone
https://www.youtube.com/watch?v=HXV3zeQKqGY	SQL Tutorial - Full course for beginners
https://www.youtube.com/watch?v=I-dml1IDyBc	Complete TypeScript Course
https://www.youtube.com/watch?v=I3Dk3i4GpU8	Salesforce Full Course
https://www.youtube.com/watch?v=Ia-UEYYR44s	AWS Certified Solutions Architect
https://www.youtube.com/watch?v=ieTHC78giGQ	CSS Full Course
https://www.youtube.com/watch?v=ImtZ5yENzgE	Laravel PHP Framework Tutorial
https://www.youtube.com/watch?v=JMUxmLyrhSk	Artificial Intelligence Full Course
https://www.youtube.com/watch?v=JT80XhYJdBw	Python Django Tutorial 2020
https://www.youtube.com/watch?v=jUfEn032IL8	angular
https://www.youtube.com/watch?v=k32voqQhODc	Flexbox Tutorial (CSS)
https://www.youtube.com/watch?v=KDn_j48yoAo	Learn Rust Programming In 1 Video
https://www.youtube.com/watch?v=Ke90Tje7VS0	React
https://www.youtube.com/watch?v=KibbYf9avko	Make a Custom Website from Scratch with WP
https://www.youtube.com/watch?v=KJgsSFOSQv0	C Programming Tutorial for Beginners
https://www.youtube.com/watch?v=kqdsC_Oj9Gk	TypeScript - Beyond the Basics - Eric Potter
https://www.youtube.com/watch?v=LsNW4FPHuZE	Learn Unreal Engine (with C++)
https://www.youtube.com/watch?v=lZAoFs75_cs	Linux for Ethical Hackers (Kali Linux Tutorial)
https://www.youtube.com/watch?v=m_HJ3juuFvo	Javascript Project Tutorial: Budget App
https://www.youtube.com/watch?v=m_u6P5k0vP0	Full Stack React & Firebase Tutorial
https://www.youtube.com/watch?v=MBl-3Yb30FA	Robotic Process Automation Full Course
https://www.youtube.com/watch?v=Mu1I89BeKxM	Python Full Course for Beginners
https://www.youtube.com/watch?v=mUQZ1qmKlLY	C++ Tutorial from Basic to Advance
https://www.youtube.com/watch?v=mZomeS0tLxY	jamovi for Data Analysis
https://www.youtube.com/watch?v=N6BghzuFLIg	Intro to Data Science - Crash Course for Beginners
https://www.youtube.com/watch?v=NihZYkNpslE	PHP Tutorial 2020
https://www.youtube.com/watch?v=nrzLdMWTRMM	Miguel Grinberg - Microservices with Python and Flask - PyCon 2017
https://www.youtube.com/watch?v=NU_1StN5Tkk	Design Patterns in Plain English
https://www.youtube.com/watch?v=oflN6WZOzxw	Red Hat Linux Course complete
https://www.youtube.com/watch?v=pgKbZ-AfH_c	Logistic Regression Tutorial
https://www.youtube.com/watch?v=PkZNo7MFNFg	Learn JavaScript - Full Course for Beginners
https://www.youtube.com/watch?v=pTJJsmejUOQ	Flutter Course
https://www.youtube.com/watch?v=PySo_6S4ZAg	Stanford CS230: Deep Learning
https://www.youtube.com/watch?v=QCvL-DWcojc	Blockchain Full Course - 4 Hours
https://www.youtube.com/watch?v=Qd_V5hpYk_A	Todo List Tutorial - Angular 4 and Redux
https://www.youtube.com/watch?v=Qqx_wzMmFeA	JavaScript
https://www.youtube.com/watch?v=QS5ljM78FuM	What is Java
https://www.youtube.com/watch?v=s-CYnVz-uh4	MIT Breadth-First Search
https://www.youtube.com/watch?v=S6S5JF6Gou0	Penetration Testing: Gophish Tutorial (Phishing Framework)
https://www.youtube.com/watch?v=SWYqp7iY_Tc	Git & GitHub Crash Course
https://www.youtube.com/watch?v=t2CEgPsws3U	Data Structures and Algorithms in JavaScript - Full Course for Beginners
https://www.youtube.com/watch?v=T3TpdPmTLso	Mathematics for Machine Learning full Course
https://www.youtube.com/watch?v=TbMKwl11itQ	Create a Keylogger with Python - Tutorial
https://www.youtube.com/watch?v=tdIIJuPh3SI	Miguel Grinberg - Flask at Scale
https://www.youtube.com/watch?v=TlB_eWDSMt4	Node.js Tutorial for Beginners
https://www.youtube.com/watch?v=TPMlZxRRaBQ	Tableau for Data Science and Data Visualization - Crash Course Tutorial
https://www.youtube.com/watch?v=u7n9t1cBei8	Theory of Neural Networks - Deep Learning Without Frameworks
https://www.youtube.com/watch?v=U9T6YkEDkMo	React App
https://www.youtube.com/watch?v=U_P23SqJaDc	Cyber Security Full Course for Beginner
https://www.youtube.com/watch?v=uIkxsBgkpj8	Improve Cybersecurity Skills with CTFs - PicoCTF
https://www.youtube.com/watch?v=vLnPwxZdW4Y	C++ Tutorial for Beginners - Full Course
https://www.youtube.com/watch?v=vSuK2C89yjA	Stanford Webinar - Design Thinking
https://www.youtube.com/watch?v=vtPkZShrvXQ	Spring Boot Tutorial for Beginners (Java Framework)
https://www.youtube.com/watch?v=wBp0Rb-ZJak	The Complete Linux Course
https://www.youtube.com/watch?v=Wm6CUkswsNw	Build An HTML5 Website
https://www.youtube.com/watch?v=WoFwXj4p4Sc	TD Learning, Game Theory Stanford CS221
https://www.youtube.com/watch?v=WTOnKNjiPWU	Learn JavaScript: Full-Stack From Scratch
https://www.youtube.com/watch?v=wxaKwHvyWoU	5 Recruiting Strategies for Hiring the Best Technology Talent
https://www.youtube.com/watch?v=x14G4DCk4nY	Scratch Tutorial for Beginners
https://www.youtube.com/watch?v=X2vAabgKiuM	Tutorial with Python & NLTK
https://www.youtube.com/watch?v=xC8CGv1CyFk	C++ interview with a Google engineer
https://www.youtube.com/watch?v=xnt2xSNRNn0	Quantum Physics Full Course
https://www.youtube.com/watch?v=xxpc-HPKN28	Statistics - A Full University Course on Data Science Basics in 8 Hours
https://www.youtube.com/watch?v=YS4e4q9oBaU	Learn Go Programming - Golang Tutorial for Beginners
https://www.youtube.com/watch?v=YZvRrldjf1Y	How to Build an E-commerce Website with Django and Python
https://www.youtube.com/watch?v=zF34dRivLOw	Rust Crash Course Rustlang
https://www.youtube.com/watch?v=4TIvB8zDFio	Ultimate Freelancing Guide for Web Developers
https://www.youtube.com/watch?v=3u7MQz1EyPY	Power BI Full Course
https://www.youtube.com/watch?v=TYqBtau0bYw	Preliminaries (Log Structured File System)
https://www.youtube.com/watch?v=11MS8JN8XPg	B-Trees, Fractal Trees, Heaps and Log Structured Merge Trees
https://www.youtube.com/watch?v=vgSJlnXXkyg	SILK: Preventing Latency Spikes in Log-Structured Merge Key-Value Stores
https://www.youtube.com/watch?v=A_F94FV21Ek	Lecture 4: Compression, Codes, Entropy
https://www.youtube.com/watch?v=WPKw-gBWZ1I	Decodierbarkeit , Elias-Fano Kodierung, Paritätscodes, Block-Codes
https://www.youtube.com/watch?v=SJlanT9tAl4	Codierungsbäume, Quellencodierungstheorem, Shannon-Fano Codierung
https://www.youtube.com/watch?v=1-Xoy5w5ydM	Revisiting Signatures for Search
https://www.youtube.com/watch?v=e6pT-GyT0hk	Descriptive Statistics Cross Tabulation
https://www.youtube.com/watch?v=pb1GOwgui14	SIMD Single instruction, multiple data
https://www.youtube.com/watch?v=8QiwqtU52Gg	1000 Basic Italian Vocab Expressions
https://www.youtube.com/watch?v=PKIypT8vmIc	Microservices Gateway Pattern
https://www.youtube.com/watch?v=njKP3FqW3Sk	MIT Introduction to Deep Learning
https://www.youtube.com/watch?v=QKfk7YFILws	Computer Networking Complete Course by Google
https://www.youtube.com/watch?v=1Rs2ND1ryYc	CSS Tutorial - Zero to Hero
https://www.youtube.com/watch?v=UrwbeOIlc68	IoT Tutorial for Beginners
https://www.youtube.com/watch?v=u2zsY-2uZiE	Data Science Tutorial 11 Hours
https://www.youtube.com/watch?v=h0gWfVCSGQQ	IoT Full Course
https://www.youtube.com/watch?v=3kdX-P8JZyc	Bootstrap 4 Portfolio
https://www.youtube.com/watch?v=nu5mdN2JIwM	Sass Crash Course
https://www.youtube.com/watch?v=2eEe5LnEbks	Introduction to Linux
https://www.youtube.com/watch?v=rPSL1alFIjI	Functional Programming in Java
https://www.youtube.com/watch?v=_8V5o2UHG0E	Data Visualization with D3.js
https://www.youtube.com/watch?v=T3TpdPmTLso	Mathematics for Machine Learning
https://www.youtube.com/watch?v=nu5mdN2JIwM	Sass Crash Course
https://www.youtube.com/watch?v=jV8B24rSN5o	CSS Grid Layout Crash Course
https://www.youtube.com/watch?v=ZCweh0Q8tyE	Directives in Vue.js 2.0 - Vue.js Fundamentals
https://www.youtube.com/watch?v=DC471a9qrU4	Array Map in 100 Seconds
https://www.youtube.com/watch?v=tVCYa_bnITg	Array Reduce in 100 seconds
https://www.youtube.com/watch?v=rf60MejMz3E	Recursion in 100 Seconds
https://www.youtube.com/watch?v=A_l0qrPUJds	JAMstack Course
https://www.youtube.com/watch?v=t_ispmWmdjY	Ruby Programming Language - Full Course
https://www.youtube.com/watch?v=UB1O30fR-EE	HTML Crash Course For Absolute Beginners
https://www.youtube.com/watch?v=VWeWViFCzzg	Intro to Apache Spark Training
https://www.youtube.com/watch?v=_xkSvufmjEs	Build and deploy a portfolio website
https://www.youtube.com/watch?v=nU-IIXBWlS4	Digital Marketing Course Part1
https://www.youtube.com/watch?v=ldYcgPKEZC8	PERN Stack Course
https://www.youtube.com/watch?v=TPMlZxRRaBQ	Tableau for Data Science and Data Visualization
https://www.youtube.com/watch?v=1Rs2ND1ryYc	CSS Tutorial - Zero to Hero (Complete Course)
https://www.youtube.com/watch?v=yK1uBHPdp30	Operating Systems

SQL

Link URL	Title
https://www.youtube.com/watch?v=HXV3zeQKqGY	SQL Tutorial
https://www.youtube.com/watch?v=-56x56UppqQ	MongoDB Crash Course
https://www.youtube.com/watch?v=ztHopE5Wnpc	Database Design Course
https://www.youtube.com/watch?v=qw--VYLpxG4	Learn PostgresSQL Tutorial

Cloud

Link URL	Title
https://www.youtube.com/watch?v=zJ6WbK9zFpI	Docker for Beginners: Full Course

ML

Link URL	Title
https://www.youtube.com/watch?v=0B5eIE_1vpU	Scikit-learn Crash Course
https://www.youtube.com/watch?v=g9cbGNR6FoE	Deep Learning From Scratch - Seth Weidman
https://www.youtube.com/watch?v=kE9875zZkLE	Learn Data Science Today - Data Science Tutorial for Beginners 2020
https://www.youtube.com/watch?v=6g4O5UOH304	TensorFlow 2.0 Crash Course
https://www.youtube.com/watch?v=tPYj3fFJGjk	TensorFlow 2.0 Complete Course
https://www.youtube.com/watch?v=njKP3FqW3Sk	MIT Introduction to Deep Learning
https://www.youtube.com/watch?v=-vHQub0NXI4	TensorFlow to solve for regression problems
https://www.youtube.com/watch?v=6g4O5UOH304	TensorFlow 2.0 Full Tutorial
https://www.youtube.com/watch?v=0Lt9w-BxKFQ	Scikit-Learn Tutorial
https://www.youtube.com/watch?v=d1CIV9irQAY	Image Analysis in Python with SciPy and Scikit Image
https://www.youtube.com/watch?v=arXiv-TM7DY	Image Analysis in Python with SciPy and scikit-image
https://www.youtube.com/watch?v=tPYj3fFJGjk	TensorFlow 2.0 Complete Course
https://www.youtube.com/watch?v=tPYj3fFJGjk	TensorFlow 2.0 Complete Course
https://www.youtube.com/watch?v=BzcBsTou0C0	Pytorch Introduction - Deep Learning
https://www.youtube.com/watch?v=bemDFpNooA8	Basic Computer Vision with ML
https://www.youtube.com/watch?v=7x2YZhEj9Dw	Deep Learning Tutorial with Python
https://www.youtube.com/watch?v=4vN1tHpCkA0	neural network for classification TensorFlow.js
https://www.youtube.com/watch?v=6E6XecoTRVo	Neural Networks with JavaScript - Full Course using Brain.js
https://www.youtube.com/watch?v=6g4O5UOH304	TensorFlow 2.0 Full Tutorial
https://www.youtube.com/watch?v=iaSUYvmCekI	Convolutional Neural Networks
https://www.youtube.com/watch?v=r0Ogt-q956I	Deep Learning Crash Course
https://www.youtube.com/watch?v=pbCExciEbrc	TensorFlow.js in your browser

PHP

Link URL	Title
https://www.youtube.com/watch?v=HchMW8EhWPU	Building a Symfony 3 App
https://www.youtube.com/watch?v=D9oIu6jiYLk	Laravel Airlock with Vue for SPA Auth
https://www.youtube.com/watch?v=_z9nzEUgro4	Laravel 6 Advanced Service Container
https://www.youtube.com/watch?v=98ChVWjI6KI	Laravel 6 Beginner - e5 - Controllers
https://www.youtube.com/watch?v=Bo0guUbL5uo	Symfony PHP Framework Tutorial
https://www.youtube.com/watch?v=7PpJsho5aak	Laravel 7
https://www.youtube.com/watch?v=OK_JCtrrv-c	PHP Programming Language Tutorial

Python

Link URL	Title
https://www.youtube.com/watch?v=v-ZDSSYv1L0#Python_Course	Python_Course
https://www.youtube.com/watch?v=zTNA0MtZwso	Python Web Development: Understanding Django for Beginners
https://www.youtube.com/watch?v=F5mRW0jo-U4	Python Django Web Framework
https://www.youtube.com/watch?v=YXPyB4XeYLA	Tkinter Course Python Tutorial
https://www.youtube.com/watch?v=rfscVS0vtbw	Learn Python - Full Course for Beginners Tutorial
https://www.youtube.com/watch?v=WFr2WgN9_xE	Python Machine Learning & AI Mega Course
https://www.youtube.com/watch?v=WGJJIrtnfpk	Python Full Course - Learn Python in 12 Hours

JS

Link URL	Title
https://www.youtube.com/watch?v=w7ejDZ8SWv8	React JS Crash Course 2021
https://www.youtube.com/watch?v=sBws8MSXN7A	React JS Crash Course (2019)
https://www.youtube.com/watch?v=qZXt1Aom3Cs	Vue JS Crash Course 2021
https://www.youtube.com/watch?v=mTz0GXj8NN0	Next.js Crash Course 2021
https://www.youtube.com/watch?v=Oe421EPjeBE	Node.js and Express.js - Full Course
https://www.youtube.com/watch?v=w7ejDZ8SWv8	React JS Crash Course 2021
https://www.youtube.com/watch?v=Kp3HGwlXwCk	BASIC JAVASCRIPT PROJECTS
https://www.youtube.com/watch?v=PkZNo7MFNFg	Learn JavaScript - Full Course for Beginners
https://www.youtube.com/watch?v=2qDywOS7VAc	JavaScript Course for Beginners 2020
https://www.youtube.com/watch?v=0ik6X4DJKCc	JavaScript DOM Crash Course
https://www.youtube.com/watch?v=NjN00cM18Z4	TypeScript Tutorial for Angular and React Developers
https://www.youtube.com/watch?v=1LJtg0Ip-SY	Build a Brain Computer App with React Native
https://www.youtube.com/watch?v=m3OjWNFREJo	Electron JS in 100 Seconds
https://www.youtube.com/watch?v=k5E2AVpwsko	Angular Tutorial for Beginners
https://www.youtube.com/watch?v=BwuLxPH8IDs	TypeScript Course for Beginners 2020
https://www.youtube.com/watch?v=dOnAC2Rr-6A	Javascript Full Course
https://www.youtube.com/watch?v=82hnvUYY6QA	AJAX Crash Course (Vanilla JavaScript)
https://www.youtube.com/watch?v=RvYYCGs45L4	JavaScript Promise in 100 Seconds
https://www.youtube.com/watch?v=vn3tm0quoqE	The Async Await Episode I Promised
https://www.youtube.com/watch?v=DJ6PD_jBtU0	Full Stack Vue.js & Laravel
https://www.youtube.com/watch?v=ahCwqrYpIuM	TypeScript - The Basics
https://www.youtube.com/watch?v=4deVCNJq3qc	Learn Vue.js - Full Course for Beginners
https://www.youtube.com/watch?v=5lVQgZzLMHc	Vuex Crash Course
https://www.youtube.com/watch?v=Wy9q22isx3U	Vue JS Crash Course
https://www.youtube.com/watch?v=qgRUr-YUk1Q	JavaScript Modules in 100 Seconds
https://www.youtube.com/watch?v=Hf4MJH0jDb4	React Native Crash Course 2020
https://www.youtube.com/watch?v=Wy9q22isx3U	Vue JS Crash Course - 2019
https://www.youtube.com/watch?v=sBws8MSXN7A	React JS Crash Course - 2019
https://www.youtube.com/watch?v=ScDWrogElmo	React Project - Beach Resort
https://www.youtube.com/watch?v=7nafaH9SddU	Node.js API Authentication With JWT
https://www.youtube.com/watch?v=7CqJlxBYj-M	Learn the MERN Stack
https://www.youtube.com/watch?v=8t0vNu2fCCM	Gatsby JS - The Great Gatsby Bootcamp
https://www.youtube.com/watch?v=8z2qRln9tnc	VueJs
https://www.youtube.com/watch?v=9M4XKi25I2M	JavaScript Programming All-in-One Tutorial Series
https://www.youtube.com/watch?v=2OHbjep_WjQ	Learn Angular - Full Tutorial Course
https://www.youtube.com/watch?v=4deVCNJq3qc	Learn Vue.js - Full Course for Beginners - 2019
https://www.youtube.com/watch?v=6FOq4cUdH8k	Node.js With Passport Authentication
https://www.youtube.com/watch?v=-MlNBTSg_Ww	React.js Hooks Crash Course
https://www.youtube.com/watch?v=-RCnNyD0L-s	Node.js Passport Login System Tutorial
https://www.youtube.com/watch?v=RLtyhwFtXQA	Learn Node.js - Full Tutorial for Beginners
https://www.youtube.com/watch?v=qSRrxpdMpVc	React Native Tutorial for Beginners

AWS

Link URL	Title
https://www.youtube.com/watch?v=wT5DkjMguUA#AWS_Full_Course	AWS_Full_Course
https://www.youtube.com/watch?v=3hLmDS179YE#AWS_Certified	AWS Certified Course
https://www.youtube.com/watch?v=-FtcnssIpzQ#AWS_Certified	AWS Certified Course
https://www.youtube.com/watch?v=uc5C1Zt5tD8#AWS_Certified	AWS Certified Course

COBOL

Link URL	Title
https://www.youtube.com/watch?v=38pNOuGiSmw	Complete COBOL Refresher in 1 Hour
https://www.youtube.com/watch?v=jbNSmt8bPkQ	COBOL Training Course
https://www.youtube.com/watch?v=BdfrbDhsGZg	COBOL Structure
https://www.youtube.com/watch?v=TBs7HXI76yU	COBOL Tutorial
https://www.youtube.com/watch?v=ZOLB4KqHmBs	Introduction to COBOL
https://www.youtube.com/watch?v=ycHXzbAmY94	Beginner's Practical Approach to COBOL
https://www.youtube.com/watch?v=_pAX_ogguLI	Cobol tutorial for Beginners
https://www.youtube.com/watch?v=RdMAEdGvtLA	Cobol Course - Programming with VSCode

Data Structures and Algorithms

Link URL	Title
https://www.youtube.com/watch?v=pkYVOmU3MgA	Data Structures and Algorithms in Python
https://www.youtube.com/watch?v=ouipSd_5ivQ	10 Key Data Structures We Use Every Day
https://www.youtube.com/watch?v=Mo4vesaut8g	Big O Notation fcc
https://www.youtube.com/watch?v=zg9ih6SVACc	Data Structures fcc
https://www.youtube.com/watch?v=8hly31xKli0	Algorithms and Data Structures Tutorial fcc
https://www.youtube.com/watch?v=CBYHwZcbD-s	Learn Data Structures and Algorithms
https://www.youtube.com/watch?v=2ZLl8GAk1X4	Data Structures and Algorithms fcc
https://www.youtube.com/watch?v=zg9ih6SVACc	Data Structures
https://www.youtube.com/watch?v=g2o22C3CRfU	Big-O Notation in 100 Seconds
https://www.youtube.com/watch?v=-ETQ97mXXF0	Learn Data Science in 10 Hours
https://www.youtube.com/watch?v=RBSGKlAvoiM	Data Structures Easy to Advanced Course

Ear Training

Link URL	Title
https://www.youtube.com/watch?v=m3Sg68XbngQ	Interval Ear Training - 1 hour
https://www.youtube.com/watch?v=EazFLAA-Pog	Ear Training Exercise - Level 1
https://www.youtube.com/watch?v=YA-TXGYxOSw	1 Hour of Ear Training
https://www.youtube.com/watch?v=Da-vkCRjeKQ	Diatonic Chord Progressions

Playlists

Link URL	Playlist
https://www.youtube.com/playlist?list=PLoRl3Ht4JOcdU872GhiYWf6jwrk_SNhz9	Neural Networks for Machine Learning
https://www.youtube.com/playlist?list=PLZoTAELRMXVNUcr7osiU7CCm8hcaqSzGw	Data Science Projects
https://www.youtube.com/user/MIT	MIT OpenCourseWare
https://www.youtube.com/watch?v=6ZVf1jnEKGI&list=PLZoTAELRMXVMdJ5sqbCK2LiM0HhQVWNzm	Natural Language Processing Tokenization
https://www.youtube.com/watch?v=cKxRvEZd3Mw&list=PLOU2XLYxmsIIuiBfYad6rFYQU_jL2ryal	Machine Learning Recipes
https://www.youtube.com/watch?v=I7VKUGblZOQ&list=PLGJDCzBP5j3xGaW0AGlaVHK2TMEr2XkP9	PHP Design Patterns
https://www.youtube.com/watch?v=KEEKn7Me-ms&list=PLI1t_8YX-ApvMthLj56t1Rf-Buio5Y8KL	Algorithms: Recursion
https://www.youtube.com/watch?v=MhkGQAoc7bc&list=PLoYCgNOIyGABj2GQSlDRjgvXtqfDxKm5b	Reactjs
https://www.youtube.com/watch?v=pmKyG3NBY_k&list=PLWKjhJtqVAbl1AfjiGyYxwpdAPi5v-1OU	Style Fancy Buttons: CSS Tutorial
https://www.youtube.com/watch?v=ua-CiDNNj30&list=PLWKjhJtqVAblQe2CCWqV4Zy3LY01Z8aF1	Learn Data Science Tutorial
https://www.youtube.com/watch?v=vNHpsC5ng_E&list=PLF206E906175C7E07	Java Design Patterns Tutorial
https://www.youtube.com/watch?v=UzxYlbK2c7E&list=PLA89DCFA6ADACE599	Machine Learning (Stanford)
https://www.youtube.com/playlist?list=PLZoTAELRMXVNUcr7osiU7CCm8hcaqSzGw	Data Science Projects
https://www.youtube.com/playlist?list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF	Machine Learning
https://www.youtube.com/playlist?list=PLBv09BD7ez_448q9kRfZRxYb3cbeEanRb	IR7 Inverted Indexing
https://www.youtube.com/playlist?list=PLaZQkZp6WhWxU3kA6wV0nb5dY1SXDEKWH	Classifications
https://www.youtube.com/channel/UCU3OMAQMsRi0RixSUNfC3aA	CakePHP
https://www.youtube.com/watch?v=3bxAm3XIFmk&list=PLBArW4dCYWbT5-dSATFcn6Tuqv-WKdyaR	DEv to Architecture
https://www.youtube.com/watch?v=ia1KSZCG2Bs&list=PLQ176FUIyIUYB2JG1htieA8yYqYAtKGB4	JetBrains Videos
https://www.youtube.com/watch?v=AHK20LWEWXQ&list=PLQ176FUIyIUbfeFz-2EbDzwExRlD0Bc-w	JetBrains Videos
https://www.youtube.com/watch?v=hdI2bqOjy3c&list=PLillGF-RfqbbnEGy3ROiLWk7JMCuSyQtX	JavaScript Crash Course
https://www.youtube.com/watch?v=Y_hzMnRXjhI&list=PLQY2H8rRoyvwLbzbnKJ59NkZvQAW9wLbx	TensorFlow NLP Zero to Hero
https://www.youtube.com/watch?v=ZyhVh-qRZPA&list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS	Python Pandas Tutorial
https://www.youtube.com/watch?v=w3GV9pumczQ&list=PLi01XoE8jYogpKUjykd53HjG8a8ruDmW1	What is Calculus
https://www.youtube.com/watch?v=bY6m6_IIN94&list=PLi01XoE8jYohWFPpC17Z-wWhPOSuh8Er-	Learn Python with Socratica
https://www.youtube.com/watch?v=V5pxUz5EVs0&list=PLi01XoE8jYoiroxK2XtuzPU45LlegtjUh	Geometry
https://www.youtube.com/watch?v=lAvIuQIhbOQ&list=PLUPH1EuJOf-fonnlNMajy6p0RxkjU14y-	Tutorial C++ Romanian
https://www.youtube.com/watch?v=-vHQub0NXI4&list=RDCMUC0rqucBdTuFTjJiefW5t-IQ	Get started with using TensorFlow
https://www.youtube.com/watch?v=inN8seMm7UI&list=PLQY2H8rRoyvyK5aEDAI3wUUqC_F0oEroL	Get started with Google Colaboratory
https://www.youtube.com/watch?v=A60oNJ7mxXY&list=RDCMUCEBb1b_L6zDS3xTUrIALZOw&index=1	MIT OpenCourseWare
https://www.youtube.com/user/SageSoftwareNA/playlists	Sage Customer Support and Training
https://www.youtube.com/user/BookkeepingMaster/playlists?app=desktop	Sage Tutorials
https://www.youtube.com/watch?v=WWcijE7ifcA&list=PLzvRQMJ9HDiSaisKr7OnM4Fl7JXCDDcmt	Introduction (Get started with Jenkins part 1)
https://www.youtube.com/channel/UCDbRYCyDiyJUqgQ7k4e1_-A	MS Excel Extended - curs online despre Excel
https://www.youtube.com/watch?v=XFqm_ILuhs0&list=PLt1SIbA8guusxiHz9bveV-UHs_biWFegU	Apache Kafka
https://www.youtube.com/watch?v=89yWXXIOisk&list=PLhW3qG5bs-L_ZCOA4zNPSoGbnVQ-rp_dG	Jenkins
https://www.youtube.com/watch?v=B3PE7w-jvjQ&list=RDCMUCGp4UBwpTNegd_4nCpuBcow&start_radio=1	Codeception support in PhpStorm
https://www.youtube.com/watch?v=EjwD7Pi7J_0&list=RDCMUCGp4UBwpTNegd_4nCpuBcow&start_radio=1	Code Review Best Practices
https://www.youtube.com/watch?v=HB2T0iWiW50&list=RDCMUCGp4UBwpTNegd_4nCpuBcow&start_radio=1	PhpStorm plugins for Laravel
https://www.youtube.com/watch?v=AHK20LWEWXQ&list=PLQ176FUIyIUbfeFz-2EbDzwExRlD0Bc-w	PhpStorm
https://www.youtube.com/watch?list=PLGLfVvz_LVvReUrWr94U-ZMgjYTQ538nT&v=f5OD9CKrZEw	Java Algorithms
https://www.youtube.com/watch?list=PLGLfVvz_LVvSuz6NuHAzpM52qKM6bPlCV&v=vhYK3pDUijk	Code Refactoring
https://www.youtube.com/playlist?list=PL2zq7klxX5ASFejJj80ob9ZAnBHdz5O1t	Data Science Project From Scratch
https://www.youtube.com/watch?v=ZDa-Z5JzLYM&list=PL-osiE80TeTsqhIuOqKhwlXsIBIdSeYtc	Python OOP Tutorial
https://www.youtube.com/watch?v=cjXI-yxqGTI&list=PLOspHqNVtKAC-_ZAGresP-i0okHe5FjcJ	IBM Cloud Fundamentals
https://www.youtube.com/watch?v=cjXI-yxqGTI&list=RDCMUCKWaEZ-_VweaEx1j62do_vQ&start_radio=1	IBM Cloud
https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y	Beginners Guide to Machine Learning in JavaScript
https://www.youtube.com/watch?v=Nnb9g7y38W8&list=PLu9Yd5dcf2hc0179VReN0jFt0624Nl1Ar	Python] Course Outline
https://www.youtube.com/watch?v=Tu-LOrLh6E4&list=PLu9Yd5dcf2hddSLH3-5Zgb7MxL2ggHqP0	Angular] Course Introduction
https://www.youtube.com/watch?v=1O4KlMyVRk8&list=PLu9Yd5dcf2hcO7NX8SY9xHCk1LeNnh7En	Pandas] Introduction to the Course
https://www.youtube.com/watch?v=BSJNez3NHvM&list=PLu9Yd5dcf2hdNhDhSS4cYV786G4cyoYB3	Python] Web Scraping Introduction
https://www.youtube.com/watch?v=MiS6y9kffBs&list=PLS1QulWo1RIbHU_v67CWrHn3eWpaASEtK	MongoDB to Django Using Djongo
https://www.youtube.com/watch?v=kENidSltTuA&list=PLS1QulWo1RIYbSv5_R2I_QbAcvbyqBCun	RESTFul API With Flask
https://www.youtube.com/watch?v=Kja_28SNIow&list=PLS1QulWo1RIZ6OujqIAXmLR3xsDn_ENHI	Getting Started With Flask
https://www.youtube.com/watch?v=lIM5YQyZ3pc&list=PLS1QulWo1RIa3Q24UOH0DaOBxHNmwJOeO	Introduction to React JS
https://www.youtube.com/watch?v=bPp_Nr71GxY&list=PLS1QulWo1RIZFMIqY6IMCBkcAQTEvMEIo	Introduction to the C programming
https://www.youtube.com/watch?v=2EJ03wM0erI&list=PLS1QulWo1RIYWjdoEC1WbT8W3XGGWVXfW	PHP REST API
https://www.youtube.com/watch?v=_bi0SqW_4L0&list=PLS1QulWo1RIZTkXbVkjr5Z3m-uMs05u7V	PyQt5 Tutorial
https://www.youtube.com/watch?v=2WztaC6kyLs&list=PLS1QulWo1RIa7ha9SewcZlsTQVwL7n7oq	Scikit-Learn
https://www.youtube.com/watch?v=64VG179N4no&list=PLS1QulWo1RIYZZxQdap7Sd0ARKFI-XVsd	Redis
https://www.youtube.com/watch?v=mqhxxeeTbu0&list=PLzMcBGfZo4-n4vJJybUVV3Un_NFS5EOgX	Flask Tutorial
https://www.youtube.com/watch?v=Vde5SH8e1OQ&list=PLzMcBGfZo4-lB8MZfHPLTEHO9zJDDLpYj	PyQt5
https://www.youtube.com/watch?v=ujTCoH21GlA&list=PLzMcBGfZo4-mP7qA9cagf68V06sko5otr	Python Machine Learning
https://www.youtube.com/watch?v=Lfg8uVS6HVk&list=PLB5jA40tNf3v-K_g4K-4Q7dYnGskPNZjy	Java
https://www.youtube.com/watch?v=2t3q_hOWw1o&list=PLB5jA40tNf3vh75MBwUb4oqiXFOZ5pYyX	Web Development Html
https://www.youtube.com/watch?v=yQSEXcf6s2I&list=PLCC34OHNcOtoC6GglhF3ncJ5rLwQrLGnV	Graphical User Interfaces With Python And TKinter
https://www.youtube.com/watch?v=kKj3L2e5dY4&list=PLCC34OHNcOtpd6DTzCrAHOhhwzUZN6ut0	Bootstrap 4
https://www.youtube.com/watch?v=xc23JUl-f2k&list=PLCC34OHNcOtpER8D9QsylMvBWLn5SfUXv	Using MySQL Databases With Python
https://www.youtube.com/watch?v=8Dv7y33tFzI&list=PLCC34OHNcOtre5nJXBvH6WeJwfxuHjb7q	Build Websites With Python and Django FAST
https://www.youtube.com/watch?v=EQcsD3ff14E&list=PLCC34OHNcOtoz3tvoN9uDkIAaDYqPqoEr	Ruby on Rails To-Do List App
https://www.youtube.com/watch?v=MwZwr5Tvyxo&list=PL-osiE80TeTs4UjLw5MM6OjgkjFeUxCYH	Python Flask
https://www.youtube.com/watch?v=ZyhVh-qRZPA&list=PL-osiE80TeTsWmV9i9c58mdDCSskIFdDS	Python Pandas
https://www.youtube.com/watch?v=VBqJ0-imSMU&list=PL1FgJUcJJ03uJQse6KnXB996NYoHZyxGk	Django & ReactJS Full Stack
https://www.youtube.com/watch?v=kKSd5F_KDkM&list=PL1FgJUcJJ03s4oCDPlh7ZJe2kycucSSmA	ReactJS & React Hooks
https://www.youtube.com/watch?v=bB8q_cYWRcQ&list=PL1FgJUcJJ03sImAsEpAzMTjaTCU7bY3ZD	PyqtGraph
https://www.youtube.com/watch?v=VNzX2Hf32O8&list=PL1FgJUcJJ03seqWeoTOzQSjgZEYelPBv8	OpenCV
https://www.youtube.com/watch?v=O8k2SziFAtI&list=PL1FgJUcJJ03saV6tnVM7ihTXKVCsGhwym	Flask
https://www.youtube.com/watch?v=jhvxAR0qCAE&list=PL1FgJUcJJ03veB3Nha_0JTTfHrsBvj5CS	Python With Mysql Database
https://www.youtube.com/watch?v=4aKwBEEKkSo&list=PL1FgJUcJJ03vd5wJAZfn0IGWdfpdT1jOB	Flask Web Development
https://www.youtube.com/watch?v=pnpL9Sl79g8&list=PL1FgJUcJJ03uwFW8ys2ov2dffKs3ieGYk	PyQt5
https://www.youtube.com/watch?v=yD0_1DPmfKM&list=PLQVvvaa0QuDe9nqlirjacLkBYdgc2inh3	Django
https://www.youtube.com/watch?v=G3PvTWRIhZA&list=PLQVvvaa0QuDeF3hP0wQoSxpkqgRcgxMqX	Go Lang
https://www.youtube.com/watch?v=OGxgnH8y2NM&list=PLQVvvaa0QuDfKTOs3Keq_kaG2P55YRn5v	Machine Learning
https://www.youtube.com/watch?v=mD4KFDmusCc&list=PLXmMXHVSvS-AjwTOtiW1DXFYTgUlrUmHV	Flask
https://www.youtube.com/watch?v=bcjq3koKpFE&list=PLXmMXHVSvS-AIM_xZvxAgjXaKXvJae80L	AJAX Promises in jQuery
https://www.youtube.com/watch?v=IrclKk_nWHI&list=PLXmMXHVSvS-DvYEVy6JQUAjannaohHXRV	HTTP Requests in Python
https://www.youtube.com/watch?v=_X-pjh4Vd10&list=PLei96ZX_m9sXmZJqhaTdIGGOJLStV4YbM	Fastify
https://www.youtube.com/watch?v=ccsz9FRy-nk&list=PLC3y8-rFHvwgeQIfSDtEGVvvSEPDkL_1f	Vue JS 3 Tutorial Introduction
https://www.youtube.com/watch?v=QFaFIcGhPoM&list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3	ReactJS Introduction
https://www.youtube.com/watch?v=9boMnm5X9ak&list=PLC3y8-rFHvwheJHvseC3I0HuYI2f46oAK	React Redux Tutorials Introduction
https://www.youtube.com/watch?v=cF2lQ_gZeA8&list=PLC3y8-rFHvwisvxhZ135pogtX7_Oe3Q3A	React Hooks Tutorial Introduction
https://www.youtube.com/watch?v=bV8emCBmFHk&list=PLC3y8-rFHvwilEuCqFGTL5Gt5U6deIrsU	Angular Material Tutorial Introduction
https://www.youtube.com/watch?v=QFaFIcGhPoM&list=PLC3y8-rFHvwgg3vaYJgHGnModB54rxOk3	ReactJS Tutorial Introduction
https://www.youtube.com/watch?v=0eWrpsCLMJQ&list=PLC3y8-rFHvwhBRAgFinJR8KHIrCdTkZcZ	Angular Tutorial Introduction
https://www.youtube.com/watch?v=6fj0cpmMiVg&list=PLC3y8-rFHvwhgWwm5J3KqzX47n7dwWNrq	npm Tutorial for Beginners
https://www.youtube.com/watch?v=vLvNr3Wa5YI&list=PLC3y8-rFHvwj200LLotCYum_9wmGeTJx9	Mean Stack Tutorial MongoDb, Express, Angular CLI and Node
https://www.youtube.com/watch?v=tqBi_Tou6wQ&list=PLC3y8-rFHvwiCJD3WrAFUrIMkGVDE0uqW	Electron js Tutorial
https://www.youtube.com/watch?v=saVf5Z60uEo&list=PLC3y8-rFHvwjMjwF25ixu1j1uS63hm4p0	Vue js 2 Tutorial
https://www.youtube.com/watch?v=9gEPiIoAHo8&list=PLC3y8-rFHvwiXX1maB5o-CZAIHy4I_ILv	MongoDB PHP Tutorial Driver and PHP Library Set Up
https://www.youtube.com/watch?v=aCOBakZSdmE&list=PLC3y8-rFHvwjfc2yJlldxjodwpUhVvDPg	AngularJS Tutorial for Beginners
https://www.youtube.com/watch?v=YYnf5vJRuUY&list=PLC3y8-rFHvwh11bWtwm3_qKvo46uDmaal	MongoDB Tutorial for Beginners
https://www.youtube.com/watch?v=ZRBRtA_2NAo&list=PLQH1-k79HB39Kzr43Xyja4tlRHMCqWsuy	api-platform
https://devbrains.tn/tutorials/easy-admin-api-platform-course-introduction	api-platform
https://www.youtube.com/watch?v=U2lQWR6uIuo&list=PL3VM-unCzF8ipG50KDjnzhugceoSG3RTC	PHP for Beginners (2023 Edition)
https://www.youtube.com/watch?v=BZwn47RPiAM&list=PL3VM-unCzF8jX-GoazLPcbi7M0wJux8F-	Learn Vue 3: Step By Step
https://www.youtube.com/watch?v=hz0_q1MJa2k&list=PL0X6fGhFFNTcBB9N4fPyMgtOxfvyujiEh	JavaScript
https://www.youtube.com/watch?v=RoY3ekCCxKc&list=PL0X6fGhFFNTcU-_MCPe9dkH6sqmgfhy_M	Cloud Computing
https://www.youtube.com/watch?v=-DTUdOJv8w8&list=PL0X6fGhFFNTe_vJIlAQQo0IEgPgk9er3g	React.js
https://www.youtube.com/watch?v=WyzHSMtINlg&list=PLt1SIbA8guuvUX8TCLwCJMrhsGN__3yOH	Amazon EC2 with Auto Scaling
https://www.youtube.com/watch?v=iHX-jtKIVNA&list=PLt1SIbA8guuvvqyRA7BJMrSVtsrGD8fvo	AWS Explained
https://www.youtube.com/watch?v=CGFrYNDpzUM&list=PLv2a_5pNAko0Mijc6mnv04xeOut443Wnk	AWS Essentials
https://www.youtube.com/watch?v=ZdydaX1ds8I&list=PLzde74P_a04eZ0WTGVaACWWWX-AOEVjrz	AWS Advanced Networking Specialty
https://www.youtube.com/watch?v=eHwbWYwoZG4&list=PLzde74P_a04emYSLeQAVIK8o7aIy885p4	Introduction to Cloud Computing
https://www.youtube.com/watch?v=PjKvwxTTSUk&list=PLzde74P_a04cKnuXyi--fkIoY1sxztyqL	AWS Identity and Access Management
https://www.youtube.com/watch?v=9vsu67uMcko&list=PLEBQazB0HUyTpoJoZecRK6PpDG31Y7RPB	Introduction to Embedded Linux
https://www.youtube.com/watch?v=Z2bvEpQvYh4&list=PL10piHcP2kVK6FvJk7GVbKCNrBe3NLAzQ	Vue.js in a Nutshell
https://www.youtube.com/watch?v=tqnEcVMdZb0&list=PL3-vEIPar_7qI4wlofzK4rRXhs7y7uhhz	VueJS - Der komplette Einsteiger
https://www.youtube.com/watch?v=SSCeKhoY8Kk&list=PLnqycjkeRGqnBh-2w5PrPPQgI14HHNQkf	Node JS
https://www.youtube.com/watch?v=iHX-jtKIVNA&list=PLt1SIbA8guuvvqyRA7BJMrSVtsrGD8fvo	AWS Explained
https://www.youtube.com/watch?v=zJxJerQtUdk&list=PL-lCrD3QqynWDYLO6GMzqnZL29y_qe-3v	Frontend Roadmap
https://www.youtube.com/watch?v=D-zlCUeYIxk&list=PLIivdWyY5sqJwq_pgOxcHzusWjXDVCEiX&index=1	Serverless Expeditions
https://www.youtube.com/watch?v=yBGLw_eITfY&list=PLDe9hpDQlNBUPBIjqR4BPDWDaU4n_KFiF&index=1	Serverless Patterns
https://www.youtube.com/watch?v=kzKFuHk8ovk&list=PLIivdWyY5sqKh1gDR0WpP9iIOY00IE0xL&index=1	Google Cloud Essentials
https://www.youtube.com/watch?v=VavWEtI5T7c&list=PLD9SRxG6ST3GBsczn8OUKLaErhrvOz9zQ&index=1	Node MySQL Login
https://www.youtube.com/watch?v=IxcKMcsBGE8&list=PLlameCF3cMEsjpIRxfB9Rjici3aMCaQVo&index=1	VueJS & NodeJS JWT Authentication
https://www.youtube.com/watch?v=QohQieveWkk&list=PLGz_X9w9raXf748bzuGOV6XJv7q3wLxhZ	NGINX Official Tutorials
https://www.youtube.com/watch?v=N-kIf3gvtRg&list=PLdsu0umqbb8PPKI5KQtWMeGv08d_aRmcp	Jenkins Crash Course
https://www.youtube.com/watch?v=mqOMeVwWqwk&list=PLQH1-k79HB39Kzr43Xyja4tlRHMCqWsuy	API Platform Crash Course
https://www.youtube.com/watch?v=8f011wdiW7g&list=PLqazFFzUAPc5lOQwDoZ4Dw2YSXtO7lWNv	Inkscape Crash Course
https://www.youtube.com/watch?v=842rgQP_OgI&list=PLBh2i93oe2quABbNq4I_-hyjhW8eOdgrO	math Crash Course
https://www.youtube.com/watch?v=AhtzkydwkW8&list=PL4E74506D04586517	lmms Crash Course
https://www.youtube.com/watch?v=zWLRdna1p6U&list=PLJooqCSo73ShdOeigDI6Ti0lHxW34LSAy	spryker Crash Course
https://www.youtube.com/watch?v=ycHXzbAmY94&list=PLfNQwFOQm0urbWdIiugEKPD_-Hyp5fuwX	COBOL
https://www.youtube.com/watch?v=hWRRdICvMNs&list=PLOspHqNVtKAAAq9pHWlEiRUVcYMCcu4X0	API Essentials
https://www.youtube.com/watch?v=_Drz6MbNmmY&list=PLMvza7ri1L0eduljUjLSsXRvIJ8rD8Ohs	LMMS