Linear Algebra, Calculus & Statistics.
Handling datasets with Pandas.
Supervised & Unsupervised Learning.
Neural Networks and AI.
Linux internals and Bash scripting.
Continuous Integration & Deployment.
Docker and Orchestration.
Managing infra on Cloud.
Networking, Storage and Compute.
AWS, Azure or Google Cloud.
Designing scalable systems.
IAM and Compliance.
TCP/IP and Network Security.
Ethical Hacking and VAPT.
Firewalls and Incident Response.
Encryption and Auth.
Responsive Design and UI.
Server side logic.
Storing and fetching data.
Deployment and Hosting.
Exploring data with Python.
Hypothesis testing.
Predictive modeling.
Reporting results.
Ad copy and Creative design.
Facebook and Instagram ads.
SEM and Search Ads.
Tracking ROI.
Building conversion funnels.
Referral systems.
Scaling with AI.
A/B Testing.
Mastering ChatGPT for marketing.
AI Workflows.
Customer behavior prediction.
AI Image & Video gen.
Optimizing content for search.
Sitemaps and Indexing.
Link building.
Content marketing.
Events and conversion setup.
Dashboarding.
Marketing Mix Modeling.
Stakeholder management.
Capturing leads.
Building email sequences.
Salesforce management.
Scaling performance.