SkillForge / backend /knowledge_graph /skills_graph.json
team99tech
Added changes
dfb3d07
{
"nodes": [
{
"id": "python",
"label": "Python",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "fastapi",
"label": "Fastapi",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "flask",
"label": "Flask",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "django",
"label": "Django",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "nodejs",
"label": "Nodejs",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "expressjs",
"label": "Expressjs",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "rest_api",
"label": "Rest Api",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "graphql",
"label": "Graphql",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "grpc",
"label": "Grpc",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "websockets",
"label": "Websockets",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "celery",
"label": "Celery",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "redis",
"label": "Redis",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "postgresql",
"label": "Postgresql",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "mysql",
"label": "Mysql",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "mongodb",
"label": "Mongodb",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "docker",
"label": "Docker",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "kubernetes",
"label": "Kubernetes",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "github_actions",
"label": "Github Actions",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "git",
"label": "Git",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "linux_cli",
"label": "Linux Cli",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "nginx",
"label": "Nginx",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "jwt_auth",
"label": "Jwt Auth",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "pytest",
"label": "Pytest",
"domain": "backend",
"level": "intermediate",
"tags": []
},
{
"id": "sql",
"label": "Sql",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "dbt",
"label": "Dbt",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "airflow",
"label": "Airflow",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "prefect",
"label": "Prefect",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "spark",
"label": "Spark",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "kafka",
"label": "Kafka",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "pandas",
"label": "Pandas",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "polars",
"label": "Polars",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "numpy",
"label": "Numpy",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "pyspark",
"label": "Pyspark",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "snowflake",
"label": "Snowflake",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "bigquery",
"label": "Bigquery",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "duckdb",
"label": "Duckdb",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "great_expectations",
"label": "Great Expectations",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "dagster",
"label": "Dagster",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "data_modeling",
"label": "Data Modeling",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "etl_pipelines",
"label": "Etl Pipelines",
"domain": "data_engineering",
"level": "intermediate",
"tags": []
},
{
"id": "scikit_learn",
"label": "Scikit Learn",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "pytorch",
"label": "Pytorch",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "tensorflow",
"label": "Tensorflow",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "huggingface_transformers",
"label": "Huggingface Transformers",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "mlflow",
"label": "Mlflow",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "bentoml",
"label": "Bentoml",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "onnx",
"label": "Onnx",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "feature_engineering",
"label": "Feature Engineering",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "model_evaluation",
"label": "Model Evaluation",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "hyperparameter_tuning",
"label": "Hyperparameter Tuning",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "nlp_basics",
"label": "Nlp Basics",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "llm_prompting",
"label": "Llm Prompting",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "langchain",
"label": "Langchain",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "langgraph",
"label": "Langgraph",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "vector_databases",
"label": "Vector Databases",
"domain": "ml",
"level": "intermediate",
"tags": []
},
{
"id": "terraform",
"label": "Terraform",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "aws_ec2",
"label": "Aws Ec2",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "aws_s3",
"label": "Aws S3",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "aws_lambda",
"label": "Aws Lambda",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "aws_sagemaker",
"label": "Aws Sagemaker",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "gcp_vertex",
"label": "Gcp Vertex",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "azure_ml",
"label": "Azure Ml",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "ci_cd",
"label": "Ci Cd",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "prometheus",
"label": "Prometheus",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "grafana",
"label": "Grafana",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "helm",
"label": "Helm",
"domain": "devops",
"level": "intermediate",
"tags": []
},
{
"id": "ansible",
"label": "Ansible",
"domain": "devops",
"level": "intermediate",
"tags": []
}
],
"edges": [
{
"source": "python",
"target": "fastapi",
"type": "PREREQUISITE",
"weight": 0.8,
"hop_cost": 1
},
{
"source": "python",
"target": "pandas",
"type": "PREREQUISITE",
"weight": 0.8,
"hop_cost": 1
},
{
"source": "pandas",
"target": "polars",
"type": "COUSIN",
"weight": 0.9,
"hop_cost": 1
},
{
"source": "fastapi",
"target": "docker",
"type": "BRIDGES",
"weight": 0.5,
"hop_cost": 2
},
{
"source": "git",
"target": "github_actions",
"type": "PREREQUISITE",
"weight": 0.8,
"hop_cost": 1
},
{
"source": "sql",
"target": "dbt",
"type": "PREREQUISITE",
"weight": 0.8,
"hop_cost": 1
}
]
}