Top 10 AI Courses

Cybersecurity Roadmap
|
|-- Fundamentals
| |-- Introduction to Cybersecurity
| | |-- Importance and Principles of Cybersecurity
| | |-- Types of Cybersecurity (Network, Information, Application, Cloud, etc.)
| | |-- Cybersecurity Threat Landscape (Malware, Phishing, Ransomware, etc.)
| |-- Network Security
| | |-- Firewalls and VPNs
| | |-- Intrusion Detection Systems (IDS)
| | |-- Intrusion Prevention Systems (IPS)
| | |-- Network Access Control
|
|-- Threats and Vulnerabilities
| |-- Types of Cyber Threats
| | |-- Malware (Viruses, Worms, Trojans, etc.)
| | |-- Phishing and Social Engineering
| | |-- Denial of Service (DoS) Attacks
| | |-- Insider Threats
| |-- Vulnerability Assessment
| | |-- Vulnerability Scanning
| | |-- Penetration Testing (Ethical Hacking)
| | |-- Security Audits and Assessments
|
|-- Encryption and Cryptography
| |-- Introduction to Cryptography
| | |-- Symmetric and Asymmetric Encryption
| | |-- Hashing Algorithms (SHA, MD5, etc.)
| | |-- Public Key Infrastructure (PKI)
| |-- Encryption Protocols
| | |-- SSL/TLS
| | |-- IPsec
|
|-- Identity and Access Management (IAM)
| |-- Authentication Mechanisms
| | |-- Password Policies and Multi-Factor Authentication (MFA)
| | |-- Biometric Authentication
| |-- Access Control Models
| | |-- Role-Based Access Control (RBAC)
| | |-- Attribute-Based Access Control (ABAC)
| | |-- Mandatory Access Control (MAC)
|
|-- Incident Response and Forensics
| |-- Incident Response Process
| | |-- Detection, Containment, Eradication, Recovery
| | |-- Incident Response Teams (CSIRT)
| |-- Digital Forensics
| | |-- Evidence Collection and Preservation
| | |-- Data Recovery
| | |-- Forensic Tools (Autopsy, EnCase, etc.)
|
|-- Security Operations
| |-- Security Monitoring
| | |-- Security Information and Event Management (SIEM)
| | |-- Log Management and Analysis
| | |-- Threat Intelligence
| |-- Security Operations Center (SOC)
| | |-- SOC Roles and Responsibilities
| | |-- Incident Management
|
|-- Cloud Security
| |-- Cloud Security Principles
| | |-- Shared Responsibility Model
| | |-- Data Protection in Cloud Environments
| |-- Cloud Security Tools
| | |-- Cloud Access Security Brokers (CASB)
| | |-- Security in Cloud Platforms (AWS, Azure, Google Cloud)
|
|-- Application Security
| |-- Secure Software Development
| | |-- Secure Coding Practices
| | |-- Software Development Life Cycle (SDLC)
| | |-- Secure Code Reviews
| |-- Web Application Security
| | |-- OWASP Top 10
| | |-- SQL Injection, Cross-Site Scripting (XSS), CSRF
|
|-- Compliance and Regulations
| |-- Cybersecurity Standards
| | |-- ISO/IEC 27001, NIST Cybersecurity Framework
| | |-- CIS Controls, SOC 2
| |-- Data Privacy Regulations
| | |-- GDPR
| | |-- HIPAA, CCPA, PCI DSS
|
|-- Advanced Topics
| |-- Advanced Persistent Threats (APT)
| | |-- Detection and Mitigation
| | |-- Threat Hunting
| |-- Blockchain Security
| | |-- Cryptographic Principles
| | |-- Smart Contracts and Security
| |-- IoT Security
| | |-- Securing IoT Devices
| | |-- Network Segmentation for IoT
|
|-- Emerging Trends
| |-- AI and Machine Learning in Cybersecurity
| | |-- AI-Based Threat Detection
| | |-- Automating Incident Response
| |-- Zero Trust Architecture
| | |-- Principles of Zero Trust
| | |-- Implementing Zero Trust in an Organization
|
|-- Soft Skills
| |-- Communication and Collaboration
| | |-- Reporting Security Incidents
| | |-- Collaboration with Other Departments
| |-- Ethical Hacking
| | |-- Red Teaming and Blue Teaming
| | |-- Bug Bounty Programs

Free CyberSecurity Courses For FREE
Link 1: intercomuniversity.com/free-courses/artificial-intelligence/microsofts-secret-stash-of-100-free-courses-you-need-to-know-about/

Link 2: Hacking manuals: t.me/zerotrusthackers/236

OpenAI will start watermarking ChatGPT’s text in the EU

OpenAI announced it will begin applying an invisible text watermark, named textGrain, to ChatGPT and Codex outputs in the European Union to comply with the EU AI Act's transparency mandates. Developed alongside UPenn and Yale researchers, the method subtly shapes word choices using a secret key, leaving a detectable pattern that travels across copy-pasted text without altering user anonymity or model performance.

The watermark will roll out to all EU subscription plans in the coming weeks, while API developers worldwide can opt in. OpenAI is limiting initial access to its detector tool to approved researchers, noting that text modifications, short passages, math, and translations can reduce detection accuracy. The move follows Anthropic’s global rollout of text watermarking for Claude, though OpenAI previously delayed the feature over concerns about user retention.

🔆 t.me/techpsyche

testDrivenDevelopment

You can learn for free inside Binance (Binance Academy)

There are plenty of free resources on YouTube, you should learn what  is Technical and Fundamental Analysis, Futures and Spot trading, Leverage and Risk Management before you start trading.

After you learn these concepts you should trade at least for 2 months using tools like TradingView. After 2 months and if you have positive results you can then start trading but keep in mind that real trading involves other variables like psycological behaviour.

Types of Technical Analysis: t.me/cryptostract/156

Exploring the Benefits of Non-Recourse Loans in Crypto: t.me/cryptostract/160

What are the signs of a bearish trend in the crypto market?: t.me/cryptostract/163

More Resources Here:
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🚨Scholarship Alert

Apply for the Fully Funded St. Gallen Symposium Global Leadership Challenge 2026

Application Details: https://intercomuniversity.com/contests/apply-for-the-fully-funded-st-gallen-symposium-global-leadership-challenge-2026/

Data Visualization Overview

Human Losses of World War II - Ranked by Country(Military & Civilian)

Currencies that are Stronger than the US dollar

Build-your-own-X

Master programming by recreating your favorite technologies from scratch.

Creator: Codecrafters-io
Stars ⭐️: 327k
Forked by: 30.3k

Github Repo:
https://github.com/codecrafters-io/build-your-own-x

Essential Git:: https://t.me/techpsyche/1918

`REMOTE JOB`

📢Role: Developer Advocate

🏪 Company: SerpApi
📍Location: Remote (Global)
👔 Experience Years: Not stated
💸 Salary: 100K – 125K a year + profit share
⏰ Employment Type: Full-time

📌How to Apply:
Send us your resume at careers@serpapi.com

Telegram Channel👇
t.me/remotejobskt

WhatsApp Channel👇
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All the Best🥳

Focus !!

As an app developer, there are important things you need to add before uploading your app to the store, whether the customer requests it or not.
The most important things you should add are:

1. A notification feature. This is a free service from Firebase. With this service, you can notify users of any changes or new developments in the app.

2. A forced update service: This forces the user to update the app in the event of, for example, problems or vulnerabilities, and a new update is released. The user is prompted to update the app, otherwise they cannot use it. There are several ways to implement this feature.

3. Adding a crash and bug tracking feature to the app (crashlytics). This is also a free service from Firebase. If an error or malfunction occurs in the app, an email notification is sent to you, explaining the error and its location.

This makes it easier for you to discover and pinpoint the exact location of the problem and address it easily.

Mobile UI UX: t.me/mobiledevresourcestp/151

Kotlin Multiplatform: t.me/mobiledevresourcestp/145

Native vs. Cross-Platform Mobile Dev: t.me/mobiledevresourcestp/153

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PAKISTAN🇵🇰 foodpanda is Hiring

Data Analyst (Quick Commerce & Partnerships)

Organization: FOODPANDA
📍Location: Karachi, Pakistan

How To Apply:
jobs.smartrecruiters.com/DeliveryHero/744000151531609-data-analyst-quick-commerce-partnerships-

Telegram Channel👇
t.me/jobsourceglobal

WhatsApp Channel👇
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Finally we got a SaaS that does Nothing

If you’re not using AI, you’re training yourself for a world that no longer exists.

Please😂

🚨FULLY FUNDED SCHOLARSHIP ALERT

🎓Apply for the Fully Funded 2027 UGHE Mastercard Foundation Scholars Program

Key Deadlines & Next Steps
• Application Deadline:October 25, 2026
• Program Start:2027 Academic Year

Application Details Here 👉 https://kenyatrends.co.ke/opportunities/apply-for-the-fully-funded-2027-ughe-mastercard-foundation-scholars-program/

There is something rewarding about grappling with yourself to attain what you are striving for.

Blame AI

Write the definition of done

I recently became familiar with the concept of «definition of done». It is a precise statement of a task that can be checked off to see if the task is complete. In my experience, this is most often a list that you can go through before submitting the task. This is something I've used before... If storing everything in your head counts.

Example: we need a product detail screen. The definition of done for it might be this:

— On this screen we can:
— View all information about the product;
— Add the product to favorites, to cart, share this page with others through third-party apps;
— Rate the product and write a comment;
— We've updated the documentation;
— The screen adapts to phone/tablet layout.

It is important not to confuse the definition of done with the terms of reference. That is the technical explanation of how the "share" screen opens or what we make API requests through. The definition of done rather describes the behavior of the application or related changes, such as updating the documentation.

It's somewhat similar to user stories. But while stories describe everything from a business perspective (who the user is, what they want to do and why), the definition of done refers to a specific task with specific conditions. After all, large tasks can be decomposed and for each decomposed task we can also write its own definition of done.

Unlimited Tech Resources Here 👉 t.me/techpsyche

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