Please enable JavaScript.
Coggle requires JavaScript to display documents.
Machine Learning (Soft Skills (Project Management, Managing Conflicts,…
Machine Learning
Soft Skills
Project Management
Managing Conflicts
Strategic Decision Making
Organisational Skills
Effective Business Skills
Communication Skills
Required Attitudes
Integrity
Sense of responsibility
Emphasis on quality
Discipline
Sense of teamwork
'Get it done' attitude
Self-learning Resources
Books
Programming Collective Intelligence
Data Mining: Practical Machine Learning Tools and Techniques
Video Courses
Stanford Machine Learning
Caltech Learning from Data
Programming libraries
R Project for Statistical Computing
WEKA
Scikit Learn
Why learn it ?
Massive global demands
Data is power
It's fun as heaven
How it helps your career?
evolves from artificial intelligence and pattern recognition.
Among Career Options
Data Scientist
Business Analyst
Software Engineer
What it is and why it matters
A method of data analysis that automates analytical model buliding
It allows computers to find hidden insights without being explicitly programmed where to look.
Technical skills
Unsupervised Learning
Independent Component Analysis
Singular Value Decomposition
Principal Component Analysis
Clustering Algorithms
Supervised Learning
Ensemble Methods
Support Vector Machines
Logistic Regression
Ordinary Least Squares Regression
Decision Trees
Naive Bayes Classification