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Machine Learning - Coggle Diagram
Machine Learning
Machine Learning Engineer
Technical Skill
Applied Mathematics
Neural Network Architecture
Physics
Data Modeling and Evaluation
Advances Signal Processing Techniques
Natural Language Processing
Audio and Video Processing
Reinforcement Learning
Knowledge
Concepts of computer science and software engineering
Data analysis and feature engineering
Metrics involved in ML
ML algorithm selection, and cross validation
Probability and Statistics
Task
Analyses and checks the suitability of an algorithm
Select machine learning libraries for given tasks
Data Engineer
Knowledge
Quality and reliability
Parallel and distributed
Virtual machines and cloud environment
Database Management
Skill
Programming Language
Python
R
Tool
MapReduce
Hadoop
Task
Cleaning, manipulating and extracting the required data
Developing code for data analysis and manipulation
Statistical analysis of data
Machine Learning Scientist
Knowledge
Robotics and Machine Learning
Cognitive Science
Engineering
Mathematics and mathematical models
Programming Skill
Computer Science Fundamentals and Programming
Software Engineering
System Design
Machine Learning Algorithms and Libraries
Distributed computing
Unix
Skill in Demand in the future
TensorFlow
AWS - Amazon Web Services
Apache Kafka