Data & Analytics · jeremylongshore/tons-of-skills-marketplace

Build this skill automates the adaptation of pre-trained machine learning models using transfer learning techniques.

jeremylongshore/tons-of-skills-marketplace

Process identify anomalies and outliers in datasets using machine learning algorithms.

jeremylongshore/tons-of-skills-marketplace

Build this skill enables AI assistant to provide interpretability and explainability for machine learning models.

jeremylongshore/tons-of-skills-marketplace

Process split datasets into training, validation, and testing sets for ML model development.

jeremylongshore/tons-of-skills-marketplace

Build train machine learning models with automated workflows.

jeremylongshore/tons-of-skills-marketplace

Optimize machine learning model hyperparameters using grid search, random search, or Bayesian optimization.

jeremylongshore/tons-of-skills-marketplace

Build automated machine learning pipelines with feature engineering, model selection, and hyperparameter tuning.

jeremylongshore/tons-of-skills-marketplace

Build and evaluate classification models for supervised learning tasks with labeled data.

jeremylongshore/tons-of-skills-marketplace

Generate plots, charts, and graphs from data with automatic visualization type selection.

jeremylongshore/tons-of-skills-marketplace

Deploy this skill enables AI assistant to deploy machine learning models to production environments.

jeremylongshore/tons-of-skills-marketplace

Execute create, select, and transform features to improve machine learning model performance.

jeremylongshore/tons-of-skills-marketplace

Build this skill allows AI assistant to evaluate machine learning models using a comprehensive suite of metrics.

jeremylongshore/tons-of-skills-marketplace

Process this skill enables AI assistant to forecast future values based on historical time series data.

jeremylongshore/tons-of-skills-marketplace

Execute this skill empowers AI assistant to perform regression analysis and modeling using the regression-analysis-tool plugin.

jeremylongshore/tons-of-skills-marketplace

Process automate data cleaning, transformation, and validation for ML tasks.

jeremylongshore/tons-of-skills-marketplace

Analyze datasets by running clustering algorithms (K-means, DBSCAN, hierarchical) to identify data groups.

jeremylongshore/tons-of-skills-marketplace

Implement machine learning experiment tracking using MLflow or Weights & Biases.

jeremylongshore/tons-of-skills-marketplace

Build this skill enables AI assistant to track and manage ai/ml model versions using the model-versioning-tracker plugin.

jeremylongshore/tons-of-skills-marketplace

Validate AI/ML models and datasets for bias, fairness, and ethical concerns.

jeremylongshore/tons-of-skills-marketplace

Process use when you need to ensure database integrity through comprehensive data validation.

jeremylongshore/tons-of-skills-marketplace

Guard production Databricks data pipelines — Delta Lake, Liquid Clustering, Structured Streaming, Auto Loader, and DLT — against the twelve foot-guns that fire at scale: OPTIMIZE/auto-compaction…

jeremylongshore/tons-of-skills-marketplace

Manage Firebase/Firestore operations including CRUD, queries, batch processing, and index/rule guidance.

jeremylongshore/tons-of-skills-marketplace

Deduplicate Podium contacts in production and survive the data-quality failures — phone-format inconsistency producing four contacts for one phone, merge-api ordering that silently discards the…

jeremylongshore/tons-of-skills-marketplace

Assess trusted Snowflake data metric function coverage and expectation evidence without reading customer rows.

jeremylongshore/tons-of-skills-marketplace

Govern Alchemy compute usage and spend with current account evidence, workload attribution, budgets, and reversible optimizations.

jeremylongshore/tons-of-skills-marketplace

Configure CI/CD pipelines for Apify Actor builds and deployments.

jeremylongshore/tons-of-skills-marketplace

Diagnose and fix common Apify Actor and API errors. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Build a complete web scraping Actor with Crawlee and deploy to Apify.

jeremylongshore/tons-of-skills-marketplace

Manage Apify datasets, key-value stores, and request queues programmatically, and orchestrate multi-Actor pipelines.

jeremylongshore/tons-of-skills-marketplace

Optimize Apify platform costs through memory tuning, compute unit management, and proxy budgeting.

jeremylongshore/tons-of-skills-marketplace

Collect Apify debug evidence for support tickets and troubleshooting.

jeremylongshore/tons-of-skills-marketplace

Deploy Apify Actors and integrate scraping into external applications.

jeremylongshore/tons-of-skills-marketplace

Run your first Apify Actor and retrieve results via apify-client.

jeremylongshore/tons-of-skills-marketplace

Install and configure Apify SDK, CLI, and API client authentication.

jeremylongshore/tons-of-skills-marketplace

Set up local Apify Actor development with the Apify CLI and Crawlee.

jeremylongshore/tons-of-skills-marketplace

Optimize Apify Actor performance: crawl speed, memory usage, concurrency, and proxy rotation.

jeremylongshore/tons-of-skills-marketplace

Production readiness checklist for Apify Actor deployments. An agent skill from jeremylongshore/tons-of-skills-marketplace.

jeremylongshore/tons-of-skills-marketplace

Handle Apify API rate limits with proper backoff and request queuing.

jeremylongshore/tons-of-skills-marketplace

Production-grade architecture patterns for Apify-powered applications.

jeremylongshore/tons-of-skills-marketplace

Production-ready patterns for Apify SDK and apify-client in TypeScript.

jeremylongshore/tons-of-skills-marketplace

Secure Apify API tokens, configure proxy access, and protect Actor data.

jeremylongshore/tons-of-skills-marketplace

Upgrade Apify SDK, apify-client, and Crawlee versions safely.

jeremylongshore/tons-of-skills-marketplace

Analyze and operate the Bright Data Web Scraper API async snapshot lifecycle with terminal-state and delivery controls.

jeremylongshore/tons-of-skills-marketplace

Govern Bright Data usage with product-aware units, workload attribution, budgets, and abort thresholds without hard-coded prices.

jeremylongshore/tons-of-skills-marketplace

Wrap the official Bright Data Python SDK and REST contracts behind a typed, testable client boundary.

jeremylongshore/tons-of-skills-marketplace

Reduce unnecessary Canva Connect operations using measured request, retry, cache, and premium-feature evidence.

jeremylongshore/tons-of-skills-marketplace

Scale Clay enrichment pipelines for high-volume processing (10K-100K+ leads/month).

jeremylongshore/tons-of-skills-marketplace

Reduce ClickUp integration cost and request load using measured traffic, pagination, cache policy, webhooks, and current plan facts.

jeremylongshore/tons-of-skills-marketplace