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SPARK, KUBERNETES, KUBEFLOW, DATA SCIENCE, COMPUTE SCIENCE

SPARK

Spark CoreSpark TuningSpark Streaming Fault-tolerantKubernetes Spark Operator

KUBERNETES

KubernetesKubernetes OperatorKubernetes AuthenticationIstio

KUBEFLOW

KubeflowKubeflow KatibKubeflow Training OperatorsKubeflow AuthenticationKFServing (KServe)Distributed Training

DATA SCIENCE

Descriptive Statistics

Hypothesis Testing

t-test

ANOVA

Correlation Analysis

Regression Analysis

Classification Analysis

Time Series Analysis

ML Workflow

Ensemble Learning

Recommendation

scikit-learn

DATA PLATFORM

Columnar Database Storage

Object Storage

Kafka

#01 Data Platform

COMPUTE SCIENCE

Data Structure

Algorithms

Recursion

Graph Search

Dijkstra’s shortest path algorithm

Prim's algorithm

Kruskal's MST Algorithm

Segment Tree

Examples