AI And Machine Learning Course
What will I learn?
Apne Business Intelligence career ko hamare AI aur Machine Learning Course ke saath bulandi par le jaein. Data ki tayari mein maharat hasil karein, jis mein formatting, missing values ko handle karna, aur outlier treatment shamil hai. Predictive algorithms jaise linear regression, decision trees, aur random forests jaise advanced tareeqon mein doobein. Ensemble methods aur hyperparameter tuning ke saath models ko optimize karein. Cross-validation, data splitting, aur performance metrics seekhein. Results ki tashreeh karne aur effective report writing mein apni skills ko badhaein. BI professionals ke liye tayar kardah concise, high-quality learning ke liye abhi shamil hon.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Data cleaning mein maharat hasil karein: Missing values aur outliers se durustagi ke saath niptein.
ML algorithms implement karein: Linear regression aur decision trees ko asar daar tareeqe se istemal karein.
Models ko optimize karein: Hyperparameter tuning aur ensemble methods ke saath performance ko badhaein.
Model accuracy ka andaza lagaein: Cross-validation aur performance metrics jaise MAE aur RMSE ka istemal karein.
Insights report karein: Compelling reports banaein aur model predictions ka itminan se tajzia karein.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but it offers practical and relevant knowledge for your professional journey.