Forem: CDSA - Cross Domain Solution Architect

🛡️ CDSA | Cybersecurity & Digital Safety Hub

Vernard Sharbney — Sat, 22 Nov 2025 04:00:35 +0000

Welcome to CDSA's space for future cyber defenders.
If you're serious about protecting systems, spotting threats, and keeping the digital world safe — pull up a chair.

🚀 Your Cybersecurity Launch Pad

📚 Theory & Fundamentals

Percipio Learning Channel: Complete cyber foundation 🔗 Access Theory Materials

🔥 Hands-On Labs

Ethical Hacker v12 Lab: Real penetration testing environment 🔗 Launch Sandbox
- Active: Nov 2025 - Jul 2026
- Intermediate penetration testing
- Practical skill validation

💡 What You'll Master

⚔️ Core Cyber Skills

Threat identification & analysis
Network security fundamentals
Incident response procedures
SIEM tool basics
Digital safety protocols

🎯 Certification Ready

CEH (Certified Ethical Hacker) preparation
Hands-on penetration testing
Industry-recognized skills
Portfolio-worthy projects

🛠️ Learning Path

Phase 1: Foundation (Weeks 1-4)

Complete Percipio theory modules
Master cyber basics & terminology
Understand attack vectors

Phase 2: Practical (Weeks 5-8)

Start Ethical Hacker labs
Practice in safe sandbox
Build first penetration tests

Phase 3: Advanced (Weeks 9-12)

Complex attack scenarios
Defense strategies
Incident response drills

🔥 Start Your Cyber Journey

No fear-mongering. No complicated jargon.
Just practical cyber skills for a world that stays online 24/7 🌐🔥

Next Steps:

Bookmark both Percipio links
Start with theory foundation
Join Ethical Hacker lab
Connect with CDSA cyber community

Let's build a safer digital Africa — one defender at a time.

Follow @cdsa for cyber threats analysis, defense techniques, and community challenges.

#CDSA #Cybersecurity #EthicalHacking #CyberDefense #DigitalSafety #Percipio

Web Development Community Track

Vernard Sharbney — Sat, 22 Nov 2025 03:12:16 +0000

Master web development with IBM's free, industry-recognized courses. Zero cost, maximum impact.

🎯 Core Learning Paths

⚛️ Frontend & React

- React Bootcamp - Percipio: Here
- NodeJs Bootcamp - Percipio: Here
- Restful Webservices Bootcamp - Percipio: Here

React Basics - Cognitive Class: cognitiveclass.ai/courses/react-101
Node.js Essentials - Cognitive Class: cognitiveclass.ai/courses/nodejs-essentials

🐍 Python & Backend

Python for Data Science - Cognitive Class: cognitiveclass.ai/courses/python-for-data-science
Django with IBM - IBM Skills: yourlearning.ibm.com/courses?q=django

🗄️ Databases & APIs

📊 Data & APIs

SQL & Relational Databases 101 - Cognitive Class: cognitiveclass.ai/courses/db0101en
REST API Fundamentals - Cognitive Class: cognitiveclass.ai/courses/rest-api-fundamentals

☁️ Cloud & DevOps

🔧 IBM Cloud Essentials

IBM Cloud Essentials - Cognitive Class: cognitiveclass.ai/courses/ibm-cloud-essentials
Docker Essentials - Cognitive Class: cognitiveclass.ai/courses/docker-essentials
Kubernetes Fundamentals - Cognitive Class: cognitiveclass.ai/courses/kubernetes-fundamentals

🛠️ Tools & Certifications

🎓 IBM Badges & Certs

IBM Full Stack Developer - Professional Certificate: cognitiveclass.ai/learning-paths/ibm-full-stack-cloud-developer
IBM DevOps & Software Engineering - Professional Certificate: cognitiveclass.ai/learning-paths/devops-software-engineering

🔨 Essential IBM Tools

IBM Watson APIs - AI Integration: ibm.com/watson/developer
IBM Cloud Foundry - App Deployment: cloud.ibm.com

🔥 Start Building Today

Pick one course → Earn your first badge → Build momentum.

Start with Python for Data Science
Join CDSA Discord for support
Complete one project per month

Earn IBM badges. Build real skills. Get hired. 🚀

Follow @cdsa for IBM course updates and community projects.

#CDSA #WebDev #IBM #CognitiveClass #FreeLearning #CloudComputing

The AI/ML Learning Path (Sprints-Based, Zero-Cost, Industry-Solid) Track

Vernard Sharbney — Sat, 22 Nov 2025 02:38:27 +0000

AI/ML Engineering Track

If you want to learn AI, ML, Deep Learning, Computer Vision, Deployment, APIs, fast, AND build a real project that actually matters… welcome home.

🔥 The AI/ML Learning Path (Sprints-Based, Zero-Cost, Industry-Solid)

Built to turn beginners into legit AI engineers with a portfolio that hits.

🧭 Sprint 1 — Get the Basics Locked (Python + Data Analysis + Git)

Goal: Understand Python, data, and version control.
Tools: Kaggle, CognitiveClass.ai, GitHub.

📚 Must-Do Resources

Python + Pandas (Kaggle)
https://www.kaggle.com/learn/python
https://www.kaggle.com/learn/pandas
CognitiveClass — Data Science with Python
https://cognitiveclass.ai/courses/data-science-hands-open-source-tools
Bonus: Intro to Jupyter Notebooks
https://jupyter.org/

🧩 AgriScan Build Task

Analyze a sample soil dataset:

Calculate pH ranges
Classify soil types
Visualize nutrient distribution

Push your notebook to GitHub.

🔥 Sprint 2 — Machine Learning Core (Scikit-Learn Mastery)

Goal: Build prediction models confidently.
Tools: Scikit-Learn.

📚 Must-Do Resources

CognitiveClass — Machine Learning with Python
https://cognitiveclass.ai/courses/machine-learning-python
Scikit-Learn Official Tutorials
https://scikit-learn.org/stable/user_guide.html

🧩 AgriScan Build Task

Build a basic Crop Recommendation Model:
Input: soil features (pH, potassium, nitrogen, moisture)
Output: crop suggestion

Train → Test → Evaluate → Push to GitHub.

🧠 Sprint 3 — Deep Learning & Computer Vision (The AgriScan Engine)

This is where we build the actual brain of AgriScan.

📚 Must-Do Resources

CognitiveClass — Deep Learning Fundamentals
https://cognitiveclass.ai/courses/introduction-deep-learning
CognitiveClass — Computer Vision with Python
https://cognitiveclass.ai/courses/computer-vision-with-python
Fast.ai — Practical Deep Learning for Coders
https://course.fast.ai/

🌍 External Data Resources

PlantVillage Dataset (disease images)
https://www.kaggle.com/datasets/emmarex/plantdisease
Google Colab (free GPU)
https://colab.research.google.com/

🧩 AgriScan Build Task

Build a CNN model to classify crop diseases.
Start simple → build up to an AgriScan-level architecture.

Reference research:

High-accuracy AgriScan CNN Model (LDDTA) https://paperswithcode.com

(Don’t stress — we simplify it.)

🏗️ Sprint 4 — Deploy Models as APIs (FastAPI + Containers + Cloud)

Real AI engineers deploy, not just train models.

📚 Must-Do Resources

FastAPI Docs
https://fastapi.tiangolo.com/
CognitiveClass — APIs & Microservices
https://cognitiveclass.ai/courses/api-microservices
Docker Essentials
https://cognitiveclass.ai/courses/docker-essentials
AWS Cloud Practitioner (Percipio placeholder)
Replace with your org's Percipio link here

🧩 AgriScan Build Task

Deploy your ML model as a live API:

Create a /predict endpoint
Accept image uploads
Return JSON predictions
Containerize with Docker
Deploy to:
- HuggingFace Spaces OR
- AWS Free Tier OR
- Railway.app

⚙️ Tools Every AgriScan Engineer Should Touch

These are non-negotiables:

💾 Notebooks

Google Colab
Jupyter Notebook
Kaggle Kernels

⚡ ML / DL Frameworks

Scikit-Learn
TensorFlow
PyTorch
Fast.ai

📊 Big Data & Distributed Processing

Apache Spark
https://spark.apache.org/
Databricks Community Edition
https://community.cloud.databricks.com/

☁️ Cloud + Architecture Skills

AWS Free Tier
https://aws.amazon.com/free/
“Good Architect” fundamentals
https://aws.amazon.com/architecture/

🔚 What Skills You’ll Have at the End

Every member of the CDSA AI/ML Squad will be able to:

🧪 Technical

✔ Build ML models (Regression, Classification, Clustering)
✔ Build CNNs for image classification
✔ Work with PlantVillage + soil datasets
✔ Use Colab for GPU training
✔ Engineer features from raw agricultural data
✔ Train, validate, and tune DL models
✔ Build and deploy APIs using FastAPI
✔ Containerize apps with Docker
✔ Deploy models to cloud (HF Spaces / AWS / Railway)
✔ Version control using Git/GitHub
✔ Use Apache Spark for big-scale processing

🌍 AgriTech Domain

✔ Understand soil science basics
✔ Understand real crop disease patterns
✔ Build recommendation engines
✔ Work with agricultural datasets
✔ Adapt AI solutions for rural environments

💼 Career

✔ A real GitHub portfolio
✔ Multiple CognitiveClass badges
✔ Kaggle projects
✔ A deployed API you can demo
✔ Skills aligned with junior AI Engineer / ML Engineer roles

🚀 Final Notes

This isn’t a “take a course and chill” track.
This is a build-in-public, fast-learning, problem-solving squad.

Every sprint ends with:

A GitHub push
A demo
A micro-deliverable for AgriScan

If you're ready to build something that actually matters to farmers here in SA — jump in.

ATS CV & Resume Optimization Track

Vernard Sharbney — Fri, 21 Nov 2025 10:46:22 +0000

📌 What This Track Is About

This track is built to help you create a real-world, recruiter-ready, ATS-friendly CV that actually passes screening systems and gets interviews.

Whether you’re applying for tech roles (Dev, Cyber, AI, Data, Cloud) or non-tech roles, this track makes sure your CV is clean, structured, and aligned with international standards.

📄 What You’ll Learn

✔ How ATS (Applicant Tracking Systems) filter CVs
✔ Keywords, formatting, and structure that pass automated screening
✔ How to tailor your CV for tech roles
✔ How to quantify your achievements
✔ How to remove “CV killers” that reduce ATS scores
✔ How to test and improve your CV using AI tools
✔ How to prepare your CV for GitHub, LinkedIn, and job boards

🛠 Core Tools & Resources (Free)

1️⃣ Google Resume Template (Clean + ATS Friendly)

Start with a globally recognized CV structure. 🔗Google ATS CV Here

2️⃣ Jobscan — Test Your CV Against Real Job Descriptions

Upload your CV + job description → Get your ATS score and improvements.
🔗 Jobscan: Here

3️⃣ IBM ATS & Resume Writing Course (Free Certificate)

Short, practical training that teaches CV structure, keywords, and ATS logic.
🔗 IBM Learning Path: Here

📚 Track Deliverables

By the end of this track, you will have:

✅ A complete ATS-ready CV
✅ A Jobscan score of 70%+
✅ A tailored version of your CV for your preferred job role
✅ A portfolio-ready skills section
✅ A clean, recruiter-friendly format
✅ A free IBM badge (optional but recommended)

✨ This Track Is For You If…

You’re job hunting
You’re applying for internships, grad programs, or gigs
You’re entering hackathons and need a clean bio
You want a CV that actually gets read
You’re switching careers into tech

🚀 How This Track Works

Start with the Google Template → build your base CV.
Run it through Jobscan → fix the issues using the score report.
Take IBM’s ATS course → understand the hiring logic.
Get peer review inside the CDSA WhatsApp Community.
Submit your final CV for certification in our community portal.

Join the Canva Africa Design Challenge

Vernard Sharbney — Mon, 17 Nov 2025 21:11:08 +0000

Welcome friend - are you ready to design templates that help small businesses, Solopreneurs, and Freelancers level-up and stand out?

Think WhatsApp product menus, email templates, business cards, brand kits, social video templates and let's not forget those creator rate cards and yes, even that link in bio. Ready to lock in? Use Canva to design those must-have templates for Africa by Africa and submit as many as you like before 15 December 2025.

Your design could win you a share of US$10,000, 1:1 Mentorship with Canva designers, exclusive Canva Swag and your templates will be published on Canva
Happy designing 💜

Submit your entry
(opens in a new tab or window)
Terms and conditions

Welcome to CDSA Developer Bootcamp – Get Started Today! 🚀

Vernard Sharbney — Mon, 17 Nov 2025 12:28:44 +0000

Welcome & Congratulations! 🎉
You are now part of the CDSA Developer Community on Dev.to! As a member, you have exclusive access to our AI & Web Development Bootcamp, designed to empower you with future-ready skills and industry-recognized certifications.

Here’s How to Get Started:

1️⃣ Complete Your Registration
Ensure your Dev.to profile is fully set up and that you can access our organization page: CDSA on Dev.to

2️⃣ Follow the Bootcamp Learning Paths:

A) IBM SkillsBuild Certification Paths (Certificates required)

Web Development: Start Here

AI Fundamentals: Start Here

AI Student resource: Start Here

B) Percipio ReactJS Bootcamp Study Group

Join the ReactJS learning path: Percipio Platform

3️⃣ Track Your Progress & Certificates

Make sure to complete each module and download your certificates. These are key milestones to demonstrate your skills to future employers and showcase your dedication.

4️⃣ Join the CDSA Community & Ask Questions

Share your progress, ask questions, and collaborate with peers within our Dev.to organization. Networking is a crucial part of skill-building.

5️⃣ Stay Updated

All bootcamp updates, hackathon announcements, and new learning resources will be shared via email and our Dev.to organization page.

We’re excited to see the innovative solutions you will build and the skills you will gain. Let’s make this bootcamp a transformative experience!

If you have any issues accessing resources or registering, reply to this email, and we’ll assist immediately.

Let’s engage!
📞 WhatsApp
📘 Facebook
🔗 LinkedIn (CDSA)
🌐 www.vcdsa.co.za
📧 info@vcdsa.co.za

🚀 CDSA 1-Month Web Development Bootcamp: Skills Portfolio Opportunity. — Learn, Build & Win Experience + Moola!

Vernard Sharbney — Sat, 18 Oct 2025 10:24:20 +0000

🔥 UPDATED BOOTCAMP (MISSION-ALIGNED & SOCIAL-MEDIA READY)

The CDSA 1-Month Web Development Bootcamp isn’t just another coding class — it’s a launchpad for youth innovators.
Powered by CDSA × GEP × UN/ITU AI for Good, this zero-fluff, hands-on experience takes you from beginner to deploy-ready creator while preparing you for real business and community impact.

Over four intensive weeks, you’ll learn how to code, create, build, deploy, and lead — all while gaining access to certification pathways from Vodafone, IBM, and Microsoft for FREE.

This is the real deal.
Practical. Team-driven. Impact-focused. Future-building.

🚀 What You’ll Do

🔥 Build and deploy your own responsive web apps
🔥 Master React.js fundamentals + modern workflows
🔥 Launch real projects on Vercel, Netlify, GitHub Pages
🔥 Compete in innovation mini-hackathons
🔥 Complete real gig-style builds to grow your portfolio
🔥 Get mentored on digital branding + professional presence
🔥 Begin your journey into entrepreneurship (Phase 2 pipeline)

🌍 Outcomes (Real. Tangible. Career-making.)

By the end of the bootcamp, you will walk away with:

✅ A fully deployed personal portfolio website
✅ Real React.js project experience
✅ Team + GitHub collaboration skills
✅ Hackathon exposure + gig-work readiness
✅ A foundation for AI, startup building, and Phase 2 (NPO + Business Launchpad)
✅ Alignment with UN SDGs & “AI for Good” innovation principles
✅ Direct bridge into the CDSA × GEP entrepreneurship pipeline

This bootcamp doesn’t end at “learning.”
It ends at opportunity — skills, a portfolio, and a pathway to build real businesses and community solutions.

📞 Contact Details

📞 +27 69 142 4153
🌐 www.vcdsa.co.za
📧 info@vcdsa.co.za