Trained Business Analyst 🇨🇦/Tech Enthusiast /Transformational Leadership Mindset/Aspiring Realtor /Open to Internship and employment within &outside Canada.
The province of Alberta has launched an eligibility explorer tool to help candidates applying for permanent residence in Canada identify which Alberta provincial nomination streams they may qualify for.
You can check how it works at https://t.co/Wb4OjT37V1
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STOP WASTING HOURS TRYING TO FIGURE OUT WHAT TO LEARN IN AI.
I put together one practical roadmap with videos, GitHub repos, guides, books, research papers, and courses.
VIDEOS:
1. LLM Introduction — https://t.co/dMRYzv2Obi
2. LLMs from Scratch — https://t.co/ZqJA58pCyt
3. Agentic AI Overview (Stanford) — https://t.co/yV6998rgFL
4. Building & Evaluating Agents — https://t.co/5mUQAfcGy1
5. Building Effective Agents — https://t.co/MMhhwDVy4C
6. Building Agents with MCP — https://t.co/O2P1yXcE9D
7. Building an Agent from Scratch — https://t.co/AVsw8VAoJq
8. Philo Agents — https://t.co/9KXVt3LXL9
GITHUB REPOS:
1. GenAI Agents — https://t.co/eF7J3oWbtk
2. Microsoft AI Agents for Beginners — https://t.co/SN89Ce3eTU
3. Prompt Engineering Guide — https://t.co/OZVkfc4srL
4. Hands-On Large Language Models — https://t.co/uvHgW6uY5n
5. GenAI Agents — https://t.co/jcdXdhVr30
6. Made with ML — https://t.co/ImutBpUfHw
7. Hands-On AI Engineering — https://t.co/G01J4TC02P
8. Awesome Generative AI Guide — https://t.co/Gzqjbw4N9x
9. Designing Machine Learning Systems — https://t.co/XPIrAuGJp9
10. Machine Learning for Beginners — https://t.co/cRRLcQgU7N
11. LLM Course — https://t.co/JuvicKv4AK
GUIDES:
1. Google's Agent Whitepaper — https://t.co/kHkvXYuAl9
2. Google's Agent Companion — https://t.co/r2EwHcEokj
3. Building Effective Agents by Anthropic — https://t.co/HAiHJZfFQa
4. Claude Code Agentic Coding Practices — https://t.co/dF5Oa4S3Qy
5. OpenAI's Practical Guide to Building Agents — https://t.co/U2hUuv9gwC
BOOKS:
1. Understanding Deep Learning — https://t.co/xVKGHk96eC
2. Building an LLM from Scratch — https://t.co/A1djwzA71A
3. The LLM Engineering Handbook — https://t.co/XEkavMsiCh
4. AI Agents: The Definitive Guide — https://t.co/UsFUB2ZeRx
5. Building Applications with AI Agents — https://t.co/kSjvEDdDDV
6. AI Agents with MCP — https://t.co/xHgPjZ97dg
7. AI Engineering — https://t.co/8orWlnw8oU
RESEARCH PAPERS:
1. ReAct — https://t.co/ObYdX0Uu8L
2. Generative Agents — https://t.co/vNukwpH8MO
3. Toolformer — https://t.co/5PCXYSJ3kM
4. Chain-of-Thought Prompting — https://t.co/epdlBkPa12
COURSES:
1. Meta Data Analyst Professional Certificate: https://t.co/SGNCeOJe6A
2. Google Advanced Data Analytics Professional Certificate: https://t.co/FzC2gflTL2
3. Microsoft Power BI Data Analyst Professional Certificate: https://t.co/LElfRl0uU9
4. Google Data Analytics Professional Certificate: https://t.co/Yxymfd5fz7
5. Introduction to Data Analytics: https://t.co/rEzeCNEQHl
6. Machine Learning Specialization: https://t.co/lBiHlPA9W7
7. IBM Deep Learning with PyTorch, Keras and Tensorflow Professional Certificate: https://t.co/vVpcYYwyzS
8. Deep Learning Specialization: https://t.co/5gRjuy8l1I
9. Crash Course on Python: https://t.co/D6JCUU3PQv
10. Python for Data Science, AI & Development: https://t.co/SkKtfXTLXn
11. ChatGPT + Excel: AI-Enhanced Data Analysis & Insight Specialization: https://t.co/lv8GNM3all
12. Work Smarter with Microsoft Excel: https://t.co/tZ3XiLsBA8
13. Microsoft Excel Professional Certificate: https://t.co/EZ65YvmOJR
14. Excel Basics for Data Analysis: https://t.co/wEYI2zL14m
15. SQL Foundations: https://t.co/PzfiCYtqL8
Repost so someone else can find this roadmap, and pls consider following @Mohiniuni for more content around AI, Beauty, and businesses.
Cybersecurity Interview Questions:
1. What is cybersecurity, and why is it important for modern organizations?
2. What is the difference between a threat, a vulnerability, and a risk?
3. What is the CIA triad, and how does it apply to information security?
4. What is the difference between authentication and authorization?
5. What is the difference between symmetric and asymmetric encryption?
6. What is hashing, and how is it different from encryption?
7. What is the difference between a firewall, an IDS, and an IPS?
8. How does a VPN work, and when would you use one?
9. What is the difference between TCP and UDP from a security perspective?
10. What happens during a DNS lookup, and how can DNS be abused by attackers?
11. What is a man-in-the-middle (MITM) attack, and how can you prevent it?
12. What is phishing, and how would you identify and respond to a phishing email?
13. What is SQL injection, and how can developers prevent it?
14. What is cross-site scripting (XSS), and what are its common types?
15. What is cross-site request forgery (CSRF), and how can it be prevented?
16. What is the difference between vulnerability scanning and penetration testing?
17. How do you perform a vulnerability assessment and prioritize findings?
18. What is the difference between black-box, white-box, and gray-box penetration testing?
19. What is privilege escalation, and how can it be detected and prevented?
20. What is the principle of least privilege, and why is it important?
21. What is multi-factor authentication (MFA), and how does it improve security?
22. What is a SIEM tool, and how is it used to detect security incidents?
23. How do you investigate suspicious activity using system logs?
24. What is incident response, and what are its main stages?
25. What is malware, and how do viruses, worms, Trojans, and ransomware differ?
26. What is the difference between a false positive and a false negative in security monitoring?
27. How do you secure cloud environments such as AWS, Azure, or Google Cloud?
28. What is the difference between SAST, DAST, and software composition analysis (SCA)?
29. If you detect a compromised user account on a production system, how would you investigate and respond?
30. How would you investigate a suspected data breach, contain the incident, and prevent it from happening again?
Note: These are not final questions. Every interview is different, and the questions depend on the role, experience level, and organization. Prepare practical examples, hands-on labs, and real-world scenarios alongside the theory. Thank you!
Grab the Cybersecurity ebook: https://t.co/Bgk5Ywp1UC
Cybersecurity Master Guide — Vol. 01–10
Download here:
https://t.co/lF4jHvvK50
Only for serious cybersecurity & IT learners
From Fundamentals → Practical → Job-Ready Skills
@HauwaKabir62711@olamide_adee@pst_iren You tried so hard to sound intelligent but your you true nature betrayed you cos if not pls make small sense out of what you typed now.
For Cybersecurity, Which one are you?
A. Linux -> Networking -> Ethical Hacking -> Penetration Testing -> AI Security
B. Python -> Scripting -> Security Automation -> Threat Detection -> AI Integration
C. SIEM -> Log Analysis -> Threat Hunting -> Incident Response -> AI-Powered SOC
D. Web Security -> OWASP Top 10 -> Burp Suite -> API Security -> AI AppSec
E. Cloud Security -> AWS/Azure -> IAM -> Zero Trust -> AI Security
F. Digital Forensics -> Malware Analysis -> Reverse Engineering -> AI Threat Detection
G. DevSecOps -> Docker -> Kubernetes -> CI/CD Security -> AI-Driven Cybersecurity
Top YouTube Channels to Master Tech Skills.
1. SQL
https://t.co/BfiJM2xhY7
2. Excel
https://t.co/WSi9NrnV78
3. Statistics
https://t.co/JQQluZKzQO
4. Math
https://t.co/r8NjwRx4VQ…
5. Python
https://t.co/D4ZsELYgS0
6. Data Analysis
https://t.co/Fk0wwr6dhj
7. Machine Learning
https://t.co/6dbZbeWvkk…
8. Deep Learning
https://t.co/4kVcOrGDZA
9. Java
https://t.co/OrSomfWnRN
10. Big Data
https://t.co/5T7Y2lzXav
11. Data Engineering
https://t.co/9OpZYEo8TL…
12. NLP (Natural Language Processing)
https://t.co/riIWybfyXQ
13. Computer Vision & AI
https://t.co/zUkVpgdHkl…
14. Generative AI
https://t.co/aUilZ0NVfp
15. University-Level Courses
https://t.co/CNSNYCtRnP
https://t.co/WldeUIKzaL
16. All-in-One Learning
https://t.co/LVDUvP2YPl
❤️ Like
🔁 Repost
🔖 Bookmark
Follow @Tanaypawar27 for more of these free courses. productivity content.
I'll send you in the DM.
@IAkanji36091@olamide_adee@pst_iren Direct that to the president of Nigeria and to the governor of your state Pastors are not your problem you nitwit 😡
Here is a Compilation of a list of skills you can start learning in October for FREE:
1. Cybersecurity
https://t.co/RO3WotDikB…
2. Data Analytics
https://t.co/Poh89euNCc…
3. Video Editing
https://t.co/RO3WotDikB…
4. UI/UX Designing
https://t.co/RO3WotDikB…
5. Microsoft Excel
https://t.co/W3bkqarSi4…
6. AI Automation
https://t.co/RO3WotDikB…
7. Project Management
https://t.co/IWsKSV9jlj…
8. AI prompt
https://t.co/Uu2UtK5nea…
9. Web Development
https://t.co/LwCRJyM6mF…
10. SEO/Copywriting
https://t.co/RO3WotDikB…
Have a great week!!!