analytics-metrics-kpi
Master metrics definition, KPI tracking, dashboarding, A/B testing, and data-driven decision making. Use data to guide product decisions.
competitive-analysis
Competitive intelligence, market analysis, and strategic positioning for product differentiation.
user-discovery-research
Master user research methodologies, customer interviews, persona development, and journey mapping. Understand customer problems deeply before building.
launch-gtm-execution
Master go-to-market strategy, launch planning and execution, sales enablement, and marketing campaigns. Execute successful product launches.
leadership-stakeholder-management
Master stakeholder management, executive communication, cross-functional alignment, and product advocacy. Lead effectively across your organization.
pricing
Product pricing strategies, monetization models, and revenue optimization for SaaS and digital products.
roadmap-prioritization-planning
Master prioritization frameworks, roadmap planning, timeline estimation, and resource allocation. Create executable roadmaps that drive focus and alignment.
stakeholder-communication
Stakeholder management, executive communication, and organizational alignment for product leaders.
product-strategy
Master product strategy, market analysis, competitive positioning, and long-term product vision. Define business models and craft go-to-market strategies that drive success.
api-development
FastAPI, REST APIs, GraphQL, data service design, and API best practices
big-data
Apache Spark, Hadoop, distributed computing, and large-scale data processing for petabyte-scale workloads
career-growth
Portfolio building, technical interviews, job search strategies, and continuous learning
cicd-pipelines
GitHub Actions, GitLab CI, Jenkins, and automated deployment pipelines
cloud-platforms
AWS, GCP, Azure data platforms, infrastructure as code, and cloud-native data solutions
containerization
Docker, Kubernetes, container orchestration, and cloud-native deployment for data applications
data-engineering
Data pipeline architecture, ETL/ELT patterns, data modeling, and production data platform design
data-warehousing
Snowflake, BigQuery, Redshift, dimensional modeling, and modern data warehouse architecture
deep-learning
PyTorch, TensorFlow, neural networks, CNNs, transformers, and deep learning for production
etl-tools
Apache Airflow, dbt, Prefect, Dagster, and modern data orchestration for production data pipelines
git-version-control
Git workflows, branching strategies, collaboration, and code management
iac-automation
Terraform, Pulumi, CloudFormation, and infrastructure as code for data platforms
llms-generative-ai
LLMs, prompt engineering, RAG systems, LangChain, and AI application development
machine-learning
Supervised & unsupervised learning, scikit-learn, XGBoost, model evaluation, feature engineering for production ML
mlops
MLflow, model versioning, experiment tracking, model registry, and production ML systems
monitoring-observability
Prometheus, Grafana, logging, alerting, and data pipeline observability
nosql-databases
MongoDB, Redis, Cassandra, DynamoDB, and distributed database patterns for scalable applications
python-programming
Master Python fundamentals, OOP, data structures, async programming, and production-grade scripting for data engineering
sql-databases
SQL query optimization, schema design, indexing strategies, and relational database mastery for production data systems
statistics-math
Statistics, probability, linear algebra, and mathematical foundations for data science
testing-quality
pytest, data validation, Great Expectations, and quality assurance for data systems
css-sass
Use Sass/SCSS for advanced CSS preprocessing with modern @use/@forward syntax
css-tailwind
Build with Tailwind CSS utility-first framework - configuration, customization, best practices
artifact-management
Artifact repositories with Nexus, Artifactory, and container registries for build artifact storage
cicd-skill
CI/CD pipelines with Git, GitHub Actions, GitLab CI, Jenkins, and deployment strategies.
cloud-skill
Cloud infrastructure with AWS, Azure, GCP - architecture, services, security, and cost optimization.
configuration-management
Infrastructure configuration with Ansible, Chef, Puppet, and SaltStack for automated server management
containers-skill
Docker and Kubernetes - containerization, orchestration, and production deployment.
gitops
GitOps practices with ArgoCD, FluxCD, and declarative infrastructure management
linux-fundamentals-skill
Complete Linux administration skill covering process management, filesystem, permissions, package management, users, bash scripting, and system monitoring.
logging
Centralized logging with ELK Stack, Loki, Fluentd, and log analysis for distributed systems
networking-skill
Network protocols and troubleshooting - TCP/IP, DNS, HTTP/HTTPS, SSH, firewalls.
scripting
DevOps scripting with Bash, Python, and Go for automation, tooling, and infrastructure management
security
DevSecOps practices including secrets management, SSL/TLS, vulnerability scanning, and compliance
serverless
Serverless computing with AWS Lambda, Azure Functions, Google Cloud Functions, and edge computing
service-mesh
Service mesh technologies including Istio, Linkerd, Consul, and Envoy for microservices communication
version-control
Git version control, branching strategies, GitHub/GitLab workflows, and collaborative development
mlops-deployment
Docker, Kubernetes, CI/CD, model monitoring, and cloud platforms. Use for deploying ML models to production, setting up pipelines, or infrastructure.
nlp-processing
Text processing, sentiment analysis, LLMs, and NLP frameworks. Use for text classification, named entity recognition, or language models.
python-programming
Python fundamentals, data structures, OOP, and data science libraries (Pandas, NumPy). Use when writing Python code, data manipulation, or algorithm implementation.
reinforcement-learning
Q-learning, DQN, PPO, A3C, policy gradient methods, multi-agent systems, and Gym environments. Use for training agents, game AI, robotics, or decision-making systems.
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