Talent_IQ/skill_graph.json at master · anucoder01/Talent_IQ · GitHub

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{
  "python": [
    "numpy",
    "pandas",
    "scikit-learn",
    "pytorch",
    "tensorflow",
    "fastapi",
    "flask",
    "django"
  ],
  "machine_learning": [
    "regression",
    "classification",
    "clustering",
    "xgboost",
    "lightgbm",
    "random_forest"
  ],
  "deep_learning": [
    "cnn",
    "rnn",
    "lstm",
    "transformers",
    "attention_mechanism",
    "bert",
    "gpt"
  ],
  "nlp": [
    "tokenization",
    "named_entity_recognition",
    "sentiment_analysis",
    "text_classification",
    "embeddings",
    "spacy",
    "nltk"
  ],
  "computer_vision": [
    "image_classification",
    "object_detection",
    "yolo",
    "opencv",
    "image_segmentation"
  ],
  "data_engineering": [
    "sql",
    "spark",
    "kafka",
    "airflow",
    "etl",
    "data_pipelines",
    "dbt"
  ],
  "cloud": [
    "aws",
    "gcp",
    "azure",
    "docker",
    "kubernetes",
    "terraform",
    "ci_cd"
  ],
  "backend": [
    "java",
    "spring_boot",
    "nodejs",
    "golang",
    "rest_api",
    "graphql",
    "microservices"
  ],
  "frontend": [
    "react",
    "vue",
    "typescript",
    "javascript",
    "html_css",
    "tailwind",
    "nextjs"
  ],
  "devops": [
    "git",
    "jenkins",
    "github_actions",
    "ansible",
    "monitoring",
    "prometheus",
    "grafana"
  ],
  "data_science": [
    "statistics",
    "hypothesis_testing",
    "a_b_testing",
    "data_visualization",
    "matplotlib",
    "seaborn",
    "tableau"
  ],
  "databases": [
    "postgresql",
    "mongodb",
    "redis",
    "elasticsearch",
    "mysql",
    "cassandra"
  ]
}