Go Language free courses

Learn Go Programming - Golang Tutorial for Beginners
🎬 15 video lessons
Duration ⏰: 7 hrs
Resource: freeCodeCamp
🔗 Course link

GetGoing: Introduction to Golang
Rating ⭐️: 4.2 out of 5
Students 👨‍🎓: 23,160
Duration ⏰: 3hr 24min
Teacher: DSC VIT, Angad Sharma
🔗 Course link

Golang for beginners
🎬 11 video lesson
Duration ⏰: 2-3 hrs
Teacher: Hitesh Choudhary
🔗 Course link

The Go Language: Arrays & Slices
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 1,037
Duration ⏰: 1hr 40min
Teacher: Tony de Araujo
🔗 Course link

Backend Master Class - Golang, Postgres, Docker
🎬 32 video lesson
Duration ⏰: 9 hrs
Resource: Class Central
🔗 Course link

Getting Started with Go on Google Cloud(no video lessons)
Rating ⭐️: 4.5 out of 5
Credits: 4
Duration ⏰: 4 hrs
Notes📄, Labs👨‍🏫 and many more
🔗 Tutorial link

Golang Tutorial for Beginners | Full Go Course
via Youtube
by: Tech World With Nana
Duration ⏰: 3h 24min
🔗 Course link

Take your first steps with Go (no video lessons)
🎬 53 video lesson
Resource: Microsoft
Duration ⏰: 5 hr 30 min
Modules: 8
🔗 Course link

Books
An Introduction to Programming in Go
The Go Programming Language
Go Succinctly


#Go #Golang
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Message Queues in System Design

Basic Architecture of a Message Queue

A message queue is a durable component stored in memory that supports asynchronous communication. It serves as a buffer and distributes asynchronous requests.

The basic architecture of a message queue is simple. Input services, called producers or publishers, create and publish messages to a message queue. Other services, called consumers or subscribers, connect to the queue and perform actions defined by the messages.

🔗 Read More

First Steps in Programming with C# for Beginners

Learn Coding by Examples and by Solving Practical Problems with C# and Visual Studio

Rating ⭐️: 4.6 out 5
Students 👨‍🎓 : 7,341
Duration ⏰ : 1hr 59min of on-demand video
Created by 👨‍🏫 : Svetlin Nakov, Preslav Mihaylov

🔗 COURSE LINK


#C_sharp
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @datascience_bds for more👈

Get started with Google Maps Platform - web

Learn about Google Maps Platform and how to manage projects in the Google Cloud console, then build your first interactive web maps.

🆓 Free Online Course
⏰ Duration : More than 1 week
🎬 video lessons
🏃‍♂️ Self paced


🔗 Course Link


#google #map
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Graphic Designing free courses

Graphic Design Basics
🎬 12 video lessons
Rating ⭐️: 4.8 out of 5
Students 👨‍🎓: 193,274
Duration ⏰: less than 1 hour
Resource: Canva
🔗 Course link

Graphic Design Workshop For Beginners. Free Design Elements.
Rating ⭐️: 4.3 out of 5
Students 👨‍🎓: 32,021
Duration ⏰: 1hr 57min of on-demand video
Teacher: Nidia Sahjara
🔗 Course link

Adobe Illustrator for Beginners
🎬 20 video lesson
Resource: envato-tuts+
Duration ⏰: 3.3 hrs
Modules: 7
🔗 Course link

Learn Photoshop in Under 2 Hours
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 4612
Duration ⏰: 1hr 56min
Teacher: Pierluigi Giglio
🔗 Course link

Beginners guide to Graphic Design
🎬 46 video lesson
Duration ⏰: 6 hrs
Resource: Class Central
🔗 Course link

Graphic Design Essentials (sign up required)
🎬 4 video lesson
Duration ⏰: less than 1 hour
Teacher: Philippe Polman
🔗 Course link

Logo Design Fundamentals
Rating ⭐️: 4.1 out of 5
Students 👨‍🎓: 53,942
Duration ⏰: 1hr 41min
Teacher: Andrew Boehm
🔗 Course link

Photoshop CS6 Tutorial for Beginners via Youtube
🎬 6 video lesson
Duration ⏰: less than 1 hour
🔗 Course link

Creating Brand Systems: An Overview of Combining Logos and Type.
🎬 7 video lesson
Duration ⏰: less than 1 hour
Teacher: Mike Ski and Jessie Jay
🔗 Tutorials link


Books
Graphic Design
The Graphic Design Idea Book


#Graphic_Design #Graphics #Designing #Graphic_Designing
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more

C# Automation Framework for Web Apps

C# Automation Framework for Web Apps using Selenium, Appium, Sauce Labs, .NET

Rating ⭐️: 4.5 out 5
Students 👨‍🎓 : 12176
Duration ⏰ : 48min of on-demand video
Created by 👨‍🏫 : Nikolay Advolodkin

🔗 COURSE LINK


#C_sharp #automation
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @datascience_bds for more👈

Apache Airflow free courses

Apache Airflow
🎬 34 video lesson
Duration ⏰: 6 hours worth of material
Teacher: Marc Lamberti
🔗 Course link

Airflow - zero to hero
🎬 7 video lessons
Duration ⏰: 1-2 hours worth of material
🔗 Course link

Apache Airflow with Python
🎬 11 video lessons
Duration ⏰: 1-2 hrs
🔗 Course link

Airflow 2.0
🎬 5 video lesson
Duration ⏰: 1-2 hours worth of material
Teacher: CodinEric
🔗 Course link

THE ULTIMATE GUIDE TO APACHE AIRFLOW (No Video)
📔 Read online
Resource: Qubole
🔗 Course link

Apache Airflow Tutorial (No Video)
by: Rafael Pierre
🔗 Part 1: Data Pipeline Orchestration on Steroids
🔗 Part 2: Complete Guide for a Basic Production Installation Using LocalExecutor

Official tutorial
https://airflow.apache.org/docs/apache-airflow/stable/tutorial.html


Book
Data Pipelines with Apache Airflow book 📚
Authors: Bas Harenslak, Julian de Ruiter
📑 482 pages
🔗 Book link


#Apache #Airflow #Airflow_with_Python
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Top 50 system design interview terminologies

System design interview performance is essential to assess a candidate's ability to develop scalable and efficient systems. Familiarity with key terminologies is crucial for success in these interviews. Here are the top 50 system design interview terminologies, complete with definitions, examples, and additional resources for learning.

Scalability: The capacity of a system to handle increased load by adding resources, such as more servers to manage rising web traffic.

Load Balancer: Dividing incoming network traffic among multiple servers to distribute the load evenly, illustrated by load balancing web traffic across multiple EC2 instances using AWS Elastic Load Balancer Service.

Microservices: An architectural pattern that structures applications as a collection of loosely coupled services, like breaking down a monolithic application into independent services for user management, payments processing, and notifications.

CAP Theorem: A principle that in a distributed system, only two out of three guarantees can be achieved; Consistency, Availability, and Partition Tolerance must be balanced.

Sharding: Breaking a large database into smaller shards for better management, for instance, segmenting a user database based on geographic region.

Latency: The time it takes for data to travel between two points, notable in message delivery delay through a chat application.

Throughput: The amount of data a system processes in a given timeframe, such as requests processed by a web server in one second.

Cache: A component that stores data to speed up future requests, like implementing Redis caching for repeated database queries.

Content Delivery Network (CDN): A geographically dispersed server system that delivers web content based on user location, exemplified by using Cloudflare CDN for faster webpage loading.

REST API: A style of architectural design for building web services where data is accessed via HTTP requests, commonly seen in Social Media APIs.

GraphQL: A powerful querying language for data, more efficient and flexible than REST APIs, as demonstrated in querying user information with a single request.

ACID: A set of properties ensuring reliable database transaction processing; Atomicity, Consistency, Isolation, and Durability.

BASE: An alternative to ACID prioritizing Availability and Partition tolerance over strict Consistency, with the core principles of Basically Available, Soft state, and Eventually consistent systems.

NoSQL: A database type focused on storing and retrieving data modeled differently from traditional relational databases, like using MongoDB for document-based data stores.

SQL: The standard language for managing data in relational databases, involving writing queries to retrieve data.

Database Indexing: A technique to enable quick data searching and access in databases, such as creating an index on the User ID column for faster searches.

Replication: Copying and maintaining database objects across multiple databases in a distributed system to improve availability, demonstrated by replicating a database across geographical locations.

Failover: A backup operational mode where system components take over functions if the primary component fails, like automatic failovers in internet applications.

API Gateway: A server that manages API requests, applies security policies, and forwards requests to back-end services, shown in the utilization of AWS API Gateway.

Service Mesh: An infrastructure layer facilitating service-to-service communication in microservices, commonly seen in the integration of Istio for managing interactions.

Serverless Computing: Cloud computing allowing dynamic resource allocation without server provisioning, as seen in running backend code with AWS Lambda.

C# 10 with .NET 6 Theory for Beginners


Rating ⭐️: 4.7 out 5
Students 👨‍🎓 : 3,220
Duration ⏰ : 1hr 56min of on-demand video
Created by 👨‍🏫 : Jonas Fagerberg

🔗 COURSE LINK


#C_sharp
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @datascience_bds for more👈

Ethics of AI

The Ethics of AI is a free online course created by the University of Helsinki. The course is for anyone who is interested in the ethical aspects of AI – we want to encourage people to learn what AI ethics means, what can and can’t be done to develop AI in an ethically sustainable way, and how to start thinking about AI from an ethical point of view.
Artificial intelligence is already a part of our daily lives. When we post pictures to social media, search online or ask questions from chatbots, we’re interacting with AI. Authorities, such as cities, rely on AI for providing public services. And governments are seeking solutions to global problems by using algorithmically produced knowledge. The goal of this course is to help you to develop your own skills for ethical thinking. You can complete the course at your own pace.

🆓 Free Online Course
🏃‍♂️ Self paced
Teacher 👨‍🏫 :Anna-Mari Rusanen, Jukka K. Nurminen, Santeri Raisanen, Sasu Tarkoma, Saara Halmetoja
Source: University of Helsinki


🔗 Course Link


#AI #Ethics
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Deep Learning free courses

Introduction to Deep Learning
🎬 10 video lesson
Duration ⏰: 1 week worth of material
🏃‍♂️ Self paced
📄 Notes, 👨‍🏫 Labs and many more
☢️ Projects, Competitions
Teacher: Alexander Amini, Ava Soleimany
Source: MIT
🔗 Course link

Basics of Deep Learning
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 26,228
Duration ⏰: 1hr 46min of on-demand video
Created by Sunil Mishra
🔗 Course link

Practical Deep Learning For Coders
🎬 8 video lessons
📔 Book Read online
📄 Notes, 👨‍🏫 Labs and many more
Duration ⏰: 7 weeks long, 10 hours a week
🏃‍♂️ Self paced
Teacher: Jeremy Howard
Source: fast.ai
🔗 Course link

Deep Learning and AI with Python for Beginners
Rating ⭐️: 4.6 out of 5
Students 👨‍🎓: 4,068
Duration ⏰: 1hr 18min of on-demand video
Created by Dr. Mazhar Hussain
🔗 Course link

Deep Learning
by Kaggle
🎬 13 video lesson
Duration ⏰: 2 hours worth of material
🔗 Course link

Deep Learning: Neural Networks from scratch using Javascript
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 4,338
Duration ⏰: 1hr 2min of on-demand video
Created by Alexsandro Souza
🔗 Course link

Learn Deep Learning and TensorFlow, without a Ph.D.
🎬 8 video lesson
Duration ⏰: 3 hours worth of material
🏃‍♂️ Self paced
📄 Notes, slides
Teacher: Martin Görner
Source: Google Cloud
🔗 Course link

Explore Deep Learning for Natural Language Processing
🎬 9 video lesson
Duration ⏰: 7-8 hours worth of material
🏃‍♂️ Self paced
Resource: Trailhead
🔗 Course link

Deep Learning Summer School
🎬 35 video lesson
Duration ⏰: 35+ hours
🏃‍♂️ Self paced
Resource: deeplearning
🔗 Course link

Deep Learning Prerequisites: The Numpy Stack in Python V2
Rating ⭐️: 4.5 out of 5
Students 👨‍🎓: 2230
Duration ⏰: 1hr 59min
Created by Lazy Programmer Team, Lazy Programmer Inc.
🔗 Course link

AI 101 Video Presentation
presentation given by 👨‍🏫: MIT’s Brandon Leshchinskiy
🔗 Presentation link

Deep Learning in Life Sciences - Spring 2021
🎬 22 video lesson
Duration ⏰: 31 hours worth of material
🏃‍♂️ Self paced
Teacher: Manolis Kellis
Resource: Class Central
🔗 Course link

Intro to Deep Learning
by Kaggle
Use TensorFlow and Keras to build and train neural networks for structured data.
Duration ⏰: 4 hours
🔗 Course link


Books
Deep Learning An MIT Press book 📚
Authers: Ian Goodfellow, Yoshua Bengio and Aaron Courville
🔗 Book link

MIT Deep Learning Book in PDF format (complete and parts) by Ian Goodfellow, Yoshua Bengio and Aaron Courville
🔗 Book link

Deep Learning
🔗 Book link


#Deep_Learning #deeplearning #dl #machinelearning
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Information Security with HelmetJS

This programming course focuses on HelmetJS, a type of middleware for Express-based applications that automatically sets HTTP headers. This way it can prevent sensitive information from unintentionally being passed between the server and client.

Completing the course will help you understand how to protect your website from malicious behavior.

🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃‍♂️ Self paced
✅ Certification available

🔗 Course Link


#Information #Security
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Learn ETL using SSIS

Microsoft SQL Server Integration Services (SSIS) Training

Rating ⭐️: 4.6 out 5
Students 👨‍🎓 : 67,050
Duration ⏰ : 1hr 37min of on-demand video
Created by 👨‍🏫 : Rakesh Gopalakrishnan

🔗 COURSE LINK


#ETL
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @datascience_bds for more👈

HTML and HTML5 free courses

HTML Essential Training
⭐️ Rating: 4.7 out of 5
🎬 41 video lessons
⏳Modules: 10
⏰ Duration: 2h 45m
🏃‍♂️ Self paced
Teacher: Jen Simmons
Source: linkedin
🔗 Course link

HTML5
Rating ⭐️: 4.1 out of 5
🎬 50 video lessons
🏃‍♂️ Self paced
Teacher: Prof. Bucky Roberts
Source: freevideolectures
🔗 Course link

A Complete Introductory Tutorial on HTML5
Rating ⭐️: 4.4 out of 5
Students 👨‍🎓: 26,542
Duration ⏰: 4hr 21min
Created by: Yatit Thakker
🔗 Course link

Intro to HTML
🎬 9 video lesson
Duration ⏰: less than 1 hour
🏃‍♂️ Self paced
📄 Notes, Documentation
☢️ Challenges
Teacher: Pamela
Source: Khan Academy
🔗 HTML Basics
🔗 More HTML Tags

Learn HTML by Building a Cat Photo App (No Video)
67 Interactive lessons
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course link

Learn HTML
🎬 24 video lesson
Duration ⏰: Less than 2 hours
🏃‍♂️ Self paced
Resource: ilovecoding
🔗 Course link

HTML Tutorials For Beginners
🎬 17 video lesson
Duration ⏰: 2-3 hours worth of material
🏃‍♂️ Self paced
Teacher: Net Ninja
Resource: Class Central
🔗 Course link

HTML5 Tutorials Playlist
🎬 53 video lesson
🏃‍♂️ Self paced
Teacher: thenewboston
🔗 Course link


Books
HTML: A Beginner’s Guide Fourth Edition
Beginners Guide to HTML
HTML Tutorial
HTML & CSS: The Complete Reference, Fifth Edition (Complete Reference Series)
HTML & CSS Design and Build Websites


#HTML #HTML5
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Flutter Course for Beginners – 37-hour Cross Platform App Development Tutorial

Learn how to use Flutter in this complete course for beginners. Flutter is an open-source UI software development kit used to create cross-platform applications for iOS, Android, Windows, Mac, and more.

🆓 Free Online Course
🎬 Video lectures
🏃‍♂️ Self paced
Teacher 👨‍🏫 : Vandad Nahavandipoor
Source: Freecodecamp

🔗 Course Link

#flutter
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

Hello everyone,

I've been less active lately due to work deadlines ahead of the shopping season. During this time, we've seen an increase in spam and scams in the group. To address this, I’ve added spam filters and restricted link sharing to keep everyone safe.

I’ve also brought on two new team members to improve our Python and Web Dev channels.
There’s still an open position for our Data Science channel.

If you’re interested and have at least basic knowledge of data science and are willing to learn more, message me at @mldatascientist.

Thank you!

Getting Started With Test Automation Using Selenium

Learn about software testing flow, role of test automation, Selenium IDE, Selenium WebDriver and Selenium Grid

Rating ⭐️: 4.6 out 5
Students 👨‍🎓 : 52,737
Duration ⏰ : 1hr 11min of on-demand video
Created by 👨‍🏫 : Ganesh Sahai

🔗 COURSE LINK


#selenium #testing #test_automation
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @datascience_bds for more👈

Prompt Engineering Tutorial – Master ChatGPT and LLM Responses

Learn prompt engineering techniques to get better results from ChatGPT and other LLMs.

🆓 Free Online Course
⏰ Duration : More than 1 hour
🏃‍♂️ Self paced
🎬 Video lesson
Created by 👨‍🏫 : aniakubow


🔗 Course Link


#prompt_engineering
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

CSS free courses

CSS Essential Training
Rating ⭐️: 4.7 out of 5
🎬 71 video lessons
⏳Modules: 8
📄 Projects
☢️ Quizes
🏃‍♂️ Self paced
Teacher: Christina Truong
Source: LinkedIn Learning
🔗 Course link

XHTML and CSS
Rating ⭐️: 4.4 out of 5
🎬 46 video lesson
🏃‍♂️ Self paced
Teacher: Prof. Bucky Roberts
Source: freevideolectures
🔗 Course Link

CSS: Zero to Hero in CSS by Styling a Website from Scratch
Rating ⭐️: 4.7 out of 5
Students 👨‍🎓: 25,847
Duration ⏰: 6hr 17min
Created by: Jad Khalili
🔗 Course link

Intro to CSS
🎬 24 video lesson
🏃‍♂️ Self paced
📄 Notes, Documentation
☢️ Challenges, Projects
Teacher: Pamela
Source: Khan Academy
🔗 Course link

Learn CSS
🎬 45 video lesson
Duration ⏰: More than 2 hours
🏃‍♂️ Self paced
Resource: ilovecoding
🔗 Course link

Responsive Layout with CSS
Rating ⭐️: 4.7 out of 5
🎬 48 video lesson
⏳Modules: 5
⏰ Duration: 2h 32m
🏃‍♂️ Self paced
Teacher: Clarissa Peterson
Source: LinkedIn Learning
🔗 Course link

Level Up Your CSS Animation Skills
🎬 30 video lesson
Duration ⏰: 3-4 hours worth of material
🏃‍♂️ Self paced
Resource: Class Central
🔗 Course link

Learn Basic CSS by Building a Cafe Menu (No Video)
92Interactive lessons
🏃‍♂️ Self paced
Resource: freecodecamp
🔗 Course link


Books
HTML & CSS: The Complete Reference, Fifth Edition (Complete Reference Series)
HTML & CSS Design and Build Websites
CSS Cheat Sheet

#CSS
➖➖➖➖➖➖➖➖➖➖➖➖➖➖
👉Join @bigdataspecialist for more👈

12 Essential Math Theories for AI
Understanding AI requires a foundation in core mathematical concepts. Here are twelve key theories that deepen your AI knowledge:

Curse of Dimensionality:
Challenges with high-dimensional data.
Law of Large Numbers:
Reliability improves with larger datasets.
Central Limit Theorem:
Sample means approach a normal distribution.
Bayes' Theorem:
Updates probabilities with new data.
Overfitting & Underfitting:
Finding balance in model complexity.
Gradient Descent:
Optimizes model performance.
Information Theory:
Efficient data compression.
Markov Decision Processes:
Models for decision-making.
Game Theory:
Insights on agent interactions.
Statistical Learning Theory:
Basis for prediction models.
Hebbian Theory:
Neural networks learning principles.
Convolution:
Image processing in AI.

Familiarity with these theories will greatly enhance understanding of AI development and its underlying principles. Each concept builds a foundation for advanced topics and applications.