AI And Machinelearning Course
What will I learn?
I-angat ang iyong career sa Business Intelligence sa aming AI and Machine Learning Course, na dinisenyo para sa mga propesyonal na naghahanap ng praktikal at de-kalidad na pag-aaral. Magpakahusay sa feature selection, data preprocessing, at model optimization techniques. Magkaroon ng hands-on experience sa mga nangungunang frameworks tulad ng PyTorch, Scikit-learn, at TensorFlow. Matutong mag-document at mag-report ng mga proyekto nang epektibo, upang matiyak ang malinaw na komunikasyon ng data insights. Ang kursong ito ay nagbibigay-kapangyarihan sa iyo upang pahusayin ang performance ng model at gumawa ng data-driven decisions nang may kumpiyansa.
Apoia's Unique Features
Develop skills
Strengthen your practical skills in the areas listed below.
Master feature selection: I-optimize ang data gamit ang dimensionality reduction at correlation.
Enhance data preprocessing: Pangasiwaan ang missing data at i-encode ang categorical variables.
Utilize ML frameworks: Gumawa ng models gamit ang PyTorch, Scikit-learn, at TensorFlow.
Optimize models: Pagbutihin ang performance sa pamamagitan ng hyperparameter tuning at experimentation.
Document projects: Lumikha ng komprehensibong reports at ipaliwanag ang model evaluations.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change the chapters and the 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 offers practical and relevant knowledge for your professional journey.