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Machine Learning Course with W. S Manjoro

US$150.00
course registration access

COURSE ACCESS

6 months

course edited

LAST UPDATED

October 13, 2021

online course students

STUDENTS ENROLLED

20

online course duration

TOTAL VIDEO TIME

2 hours, 47 minutes

courset_training certificate

CERTIFICATION

Course Description

Across almost every profession, computer systems are being developed to be a able to learn and
adapt even without respecting explicit instructions. This course is designed to help you master the
core machine learning concepts including the application of statistics and powerful algorithms.

Course Currilcum

  • Introduction to Machine Learning 1 FREE 00:23:30
  • Introduction to Machine Learning #2 Data Scrubbing ~ feature selection 00:13:00
  • Introduction to Machine Learning #3 Data Scrubbing ~ row compression 00:10:00
  • Introduction to Machine Learning #4 Data Scrubbing ~ one-hot encoding & binning 00:11:00
  • Introduction to Machine Learning #5 Data scrubbing ~ missing data 00:05:36
  • Introduction to Machine Learning #6 Dataset setup & steps in ML 00:15:00
  • Introduction to Machine Learning #7 Cross Validation 00:12:00
  • Introduction to Machine Learning #8 Supervised Learning ~ Regression Analysis ~ Linear Regression 00:12:00
  • Introduction to Machine Learning #9 Supervised Learning ~ Regression Analysis ~ Logistic Regression 00:08:11
  • Introduction to Machine Learning #10 Regression Analysis ~ Support Vector Machine 00:08:00
  • Introducion to Machine Learning #11 Clustering ~ kNN ~ Supervised Learning 00:14:00
  • Introduction to Machine Learning #12 UnSupervised Learning ~ Clustering ~ kmeans 00:20:00
  • Introduction to Machine Learning #13 Reinforcement Learning ~ Basic Neural Network 00:14:00
  • Introduction to Machine Learning #14 Reinforcement Learning ~Typical Neural Network 00:04:00
  • Introduction to Machine Learning #15 Reinforcement Learning ~ Feedforward NN ~ Perceptron 00:13:00

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