SRTR Digital Academy Catalog
Video courses by SRTR teachers. Watch the free preview lessons, then buy a course to unlock every lesson, quiz and certificate.
56 courses found
History of AI, types of AI, real-world applications, ethical considerations, AI in daily life
Image processing, OpenCV, object detection (YOLO), face recognition, video analysis
Supervised/unsupervised learning, regression, classification, decision trees, model evaluation, scikit-learn basics
CNNs, RNNs, transformers, TensorFlow/PyTorch, image classification, NLP fundamentals, transfer learning
Text preprocessing, word embeddings, sentiment analysis, named entity recognition, chatbot development
Fine-tuning LLMs, RAG systems, prompt engineering, LangChain, deploying AI applications, MLOps
Budgeting, saving, investing basics, compound interest, insurance, tax planning (India)
NSE/BSE overview, Demat accounts, mutual funds, SIP, basic technical analysis, risk management
Idea validation, business models (BMC), MVPs, funding landscape, pitch decks, legal basics
Agile principles, Scrum framework, sprint planning, Jira/Trello, kanban, stakeholder communication
Financial statements, ratio analysis, valuation methods, Power BI/Tableau dashboards, KPI tracking
Growth strategies, M&A fundamentals, operations management, supply chain optimization, leadership frameworks
IaaS/PaaS/SaaS, major providers (AWS/Azure/GCP), virtualization, cloud vs on-premise, pricing models
Core AWS services (EC2, S3, RDS, Lambda), IAM, VPC, billing, Well-Architected Framework
Containerization, Dockerfile, Docker Compose, Kubernetes pods/services/deployments, Helm charts
Infrastructure as Code (Terraform), CI/CD pipelines, containers (Docker), orchestration (ECS/EKS), monitoring (CloudWatch)
Hybrid cloud strategies, service mesh, serverless at scale, disaster recovery, cost optimization, security compliance
Grammar essentials, email writing, meeting etiquette, common errors, vocabulary building
Resume formats, ATS optimization, STAR method, common questions, body language, salary negotiation
Overcoming stage fear, structuring speeches, storytelling, slide design, audience engagement, Q&A handling
Writing for developers, API documentation, user guides, knowledge bases, Markdown, style guides
Negotiation frameworks, BATNA, influencing techniques, cross-cultural communication, conflict resolution
C-suite communication, board presentations, media interactions, crisis communication, personal branding
Threats landscape, password security, phishing, social engineering, safe browsing, data privacy
Symmetric/asymmetric encryption, hashing, digital signatures, TLS/SSL, PKI, blockchain basics
OSI model, firewalls, VPNs, Wireshark, Nmap, vulnerability scanning, Kali Linux introduction
OWASP Top 10, Burp Suite, SQL injection, XSS, CSRF, web application security testing, reporting
SOC operations, SIEM (Splunk), threat hunting, digital forensics, malware analysis, compliance (ISO 27001, GDPR)
What is data science, data types, basic statistics, reading charts/graphs, data-driven decision making
Formulas, pivot tables, VLOOKUP, dashboards, data validation, basic macros
NumPy, Pandas, data cleaning, exploratory data analysis, Matplotlib/Seaborn visualization
Queries, joins, subqueries, window functions, database design, PostgreSQL hands-on
Hypothesis testing, A/B testing, regression models, time series analysis, feature engineering
Apache Spark, data pipelines, ETL, data warehousing, model deployment (Docker, Kubernetes), monitoring
Marketing funnel, channels overview (SEO, SEM, social, email), buyer personas, content strategy basics
Platform strategies (Instagram, LinkedIn, YouTube), content creation, hashtag strategy, engagement tactics
List building, segmentation, automation, A/B testing, persuasive copywriting, deliverability
Keyword research, on-page/off-page SEO, link building, content calendars, Google Search Console, blogging
Google Ads, Meta Ads, campaign structure, audience targeting, retargeting, conversion tracking, ROAS optimization
Funnel optimization, email sequences, CRM integration (HubSpot), analytics (GA4), multi-channel attribution, scaling strategies
Mobile platforms overview, native vs cross-platform, wireframing, user journey mapping
Dart language, Flutter widgets, layouts, navigation, state management (Provider/Riverpod)
Setup, components, navigation, state management, API integration, device features (camera, GPS)
Offline-first architecture, push notifications, in-app purchases, animations, performance optimization
CI/CD for mobile, app store optimization, analytics integration, crash reporting, A/B testing, monetization strategies
Human-centered design, user research, personas, journey mapping, information architecture
Color theory, typography, layout principles, visual hierarchy, branding basics, mood boards
Interface design, components, auto-layout, prototyping, design systems, collaboration, handoff
Usability testing, heuristic evaluation, microinteractions, motion design, accessibility (WCAG), design ops
Design strategy, stakeholder management, design metrics (UX KPIs), system-level design thinking, leading design teams
Version control concepts, branching, merging, pull requests, collaboration workflows
HTML5 structure, CSS3 styling, responsive design, Flexbox, Grid, accessibility basics
Variables, functions, DOM manipulation, async/await, promises, modules, error handling
Types, interfaces, generics, utility types, module patterns, migrating JS projects to TS
Components, hooks, state management, routing, SSR/SSG, API routes, database integration, deployment
Microservices, load balancing, caching (Redis), message queues, CI/CD, monitoring, performance optimization