MindMap Gallery Big data engineer skills map
This is a mind map about the skills map of big data engineers. The main content includes: actual big data project practice, data analysis and modeling, basic knowledge of big data, programming languages and tools, algorithms, databases, processing frameworks, data visualization, cloud computing.
Edited at 2024-03-27 10:28:03Avatar 3 centers on the Sully family, showcasing the internal rift caused by the sacrifice of their eldest son, and their alliance with other tribes on Pandora against the external conflict of the Ashbringers, who adhere to the philosophy of fire and are allied with humans. It explores the grand themes of family, faith, and survival.
This article discusses the Easter eggs and homages in Zootopia 2 that you may have discovered. The main content includes: character and archetype Easter eggs, cinematic universe crossover Easter eggs, animal ecology and behavior references, symbol and metaphor Easter eggs, social satire and brand allusions, and emotional storylines and sequel foreshadowing.
[Zootopia Character Relationship Chart] The idealistic rabbit police officer Judy and the cynical fox conman Nick form a charmingly contrasting duo, rising from street hustlers to become Zootopia police officers!
Avatar 3 centers on the Sully family, showcasing the internal rift caused by the sacrifice of their eldest son, and their alliance with other tribes on Pandora against the external conflict of the Ashbringers, who adhere to the philosophy of fire and are allied with humans. It explores the grand themes of family, faith, and survival.
This article discusses the Easter eggs and homages in Zootopia 2 that you may have discovered. The main content includes: character and archetype Easter eggs, cinematic universe crossover Easter eggs, animal ecology and behavior references, symbol and metaphor Easter eggs, social satire and brand allusions, and emotional storylines and sequel foreshadowing.
[Zootopia Character Relationship Chart] The idealistic rabbit police officer Judy and the cynical fox conman Nick form a charmingly contrasting duo, rising from street hustlers to become Zootopia police officers!
Big data engineer skills map
Big data basics
Data storage and processing
Relational Database
SQL language
Database Design
non-relational database
NoSQL database
key value storage
Distributed file system
Hadoop HDFS
Distributed computing framework
MapReduce
Spark
Data Mining and Analysis
data mining algorithm
Classification algorithm
decision tree
random forest
Clustering Algorithm
Kmeans
hierarchical clustering
data visualization
Data visualization tools
Tableau
D3.js
big data architecture
Hadoop ecosystem
Hadoop core components
HDFS
YARN
MapReduce
Hadoop ecosystem expansion
HBase
Hive
Spark
Spark ecosystem
Spark core components
Spark Core
Spark SQL
Spark Streaming
Spark ecosystem expansion
MLlib
GraphX
Big data project practice
Project needs analysis
Business needs analysis
Data analysis needs
Data mining needs
Technical needs analysis
data processing technology
data mining technology
Project Design
System architecture design
Data processing architecture
data mining architecture
Database Design
Data storage design
Data access design
Project implementation
data collection
Data collection tools
Flume
Kafka
data processing
Data cleaning
Data Integration
data conversion
data mining
Data modeling
Model evaluation and optimization
Project testing and deployment
System test
function test
Performance Testing
System deployment
Cloud platform deployment
local deployment
cloud computing
cloud service
Saas
Iaas
Paas
OpenStack
kubernetes
data visualization
R
ECharts
D3.js
processing frame
Spark
Hadoop
Kafka
Storm
ELK
ElasticSearch
Logstash
Kibana
Data analysis and modeling
Data preprocessing
Data cleaning
Missing value handling
Outlier handling
Data Integration
Data merge
data conversion
Data analysis tools
matlab
SPSS
SAS
Data modeling
regression analysis
linear regression
logistic regression
Classification analysis
decision tree
random forest
Cluster analysis
Kmeans
hierarchical clustering
Model evaluation and optimization
Model evaluation metrics
Accuracy
Recall
F1 score
Model optimization method
Cross-validation
grid search
algorithm
consistency
raft
paxos
gossip
data structure
queue, stack, linked list
hash table
Binary tree, red-black tree, B-tree
picture
Commonly used algorithms
sort
minimum spanning tree
shortest path
Matrix storage and calculation
minimum spanning tree
database
relational database
MySQL
graph database
Cassandra
neo4j
KV et al.
HBase
MongoDB
Redis
Cloud native database
PolarDB
TDSQL
Programming languages and tools
Java
Java basics
Java syntax
Java object-oriented
Java collection framework
Concurrent programming in Java
Multithreading
concurrent collection
Thread Pool
Python
Python basics
Python syntax
Python data structures
Python functional programming
Pythondata analysis
NumPy
Pandas
Matplotlib
Scala
Scala basics
Scala syntax
Scala object-oriented
Scala functional programming
Scala big data development
Spark development
Spark Core
Spark SQL
Spark Streaming