• Roles
  • Assessments
Machine Learning
Machine Learning is the field of computer science that gives "computers the ability to learn without being explicitly programmed". From simple classification and regression methods, it evolved to a sophisticated field which requires fundamental statistical and optimization knowledge. Machine Learning skill implies knowledge of R/Python, classification, prediction, ranking methods, feature engineering and business problem understanding. Often it also requires Big Data manipulation tools understanding, including Scala and Apache Spark.
Skill Levels
Level 0
Level 1
Level 2
Level 3
Level 4
  • Could use formulas in Excel to make a simple regression model.
  • Could use formulas in Excel to make a simple regression model.
  • Could use formulas in Excel to make a simple regression model.
  • Could use formulas in Excel to make a simple regression model.
  • Could use formulas in Excel to make a simple regression model.
Assessments
The following assessments award this skill:
Analytics
Analytics Quiz
TIME
~1 Hr
CHALLENGE
Intermediate
View DETAILS
Analytics
General AI Challenge
Participate and provide a solution to a general-ai-challenge warm-up round.
TIME
4+ Hrs
CHALLENGE
Intermediate
View DETAILS
AI Challenge Top 3
TIME
~5 Mins
CHALLENGE
Unique
View DETAILS
AI Challenge Finalist
TIME
~5 Mins
CHALLENGE
Advanced
View DETAILS
HackerRank ML O(1)/Badge
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
Kaggle Competition Grandmaster
TIME
~5 Mins
CHALLENGE
Unique
View DETAILS
Kaggle Competition Master
TIME
~5 Mins
CHALLENGE
Advanced
View DETAILS
Kaggle Competition Expert
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
Numerai Top 10
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
Numerai Top 100
TIME
~5 Mins
CHALLENGE
Basic
View DETAILS
Russian AI Cup Winner
TIME
~5 Mins
CHALLENGE
Unique
View DETAILS
Russian AI Cup Finals
TIME
~5 Mins
CHALLENGE
Advanced
View DETAILS
Russian AI Cup Round 2
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
Russian AI Cup Round 1
TIME
~5 Mins
CHALLENGE
Basic
View DETAILS
Coursera Specialization Data Science
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
edX MicroMasters Analytics Essential Tools and Methods
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
edX MicroMasters Artificial Intelligence
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
edX MicroMasters Big Data
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
edX MicroMasters Data Science
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
edX MicroMasters Robotics
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
edX Professional Certificate Data Science
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
edX XSeries Data Science and Engineering with Spark
TIME
~5 Mins
CHALLENGE
Basic
View DETAILS
MCSA: Machine Learning
TIME
~5 Mins
CHALLENGE
Basic
View DETAILS
udacity Nanodegree Artificial Intelligence
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
udacity Nanodegree Data Analyst
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
udacity Nanodegree Deep Learning
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
udacity Nanodegree Robotics
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS
udacity Nanodegree Self-Driving Car
TIME
~5 Mins
CHALLENGE
Intermediate
View DETAILS