Archive: Need details on Machine learning topics

Budget 21$ per month

Posted: 5 years ago

Closed

Description: Hi,
I am preparing a learning presentation on Machine learning. I need content in powerpoint presentations for each of the below topics in machine learning perspective (Not general math formulas)

Format of ppt:

In slide add bullet points, formulas or picture and add detailed notes in the notes section. I have only 2 days time. If someone has good knowledge of Machine learning they can take this project, or please don't send me a proposal.

Once this job is completed, I will immediately another 2 projects

● Logistic Regression
* Univariate Logistic Regression
**Binary Classification
** Sigmoid Curve
** Odds and Log Odds
* Multivariate Logistic Regression
** Feature Elimination using RFE
** Manual Feature Elimination using p-value
** Train Model
*** Confusion metrics and accuracy
** Model Evaluation
● Multilevel Classification
* Data balancing
** Using under sampling
** Using oversampling
** Using SMOTE method
* Train Model using different Classification Algorithm
** Multinomial Logistic Regression
** Naive Bayes
* Model Evaluation
Skills:
machine learning,tutorial,algorithm development,bayesian / bayesian networks / bayes rule,classification,mathematics,regression analysis