Net Course
What will I learn?
Unlock di power wey dey inside your tech wok wit di Net Course, wey dem design for tech pipo wey get strong heart to sabi text classification and data analysis. Enter inside model training, evaluation, and make am betta wit hand-on practice for cross-validation, feature selection, and hyperparameter tuning. Make your skills strong for data preprocessing, feature extraction, and machine learning models like Naive Bayes and SVM. Get clear eye for how to collect data wit good heart and how to write am down proper, so dat you go fit face any challenge wey life troway at you.
Apoia's Unique Features
Develop skills
Enhance the development of the practical skills listed below
Master data preprocessing: Chop tokenize, normalize, and clean text data quick quick.
Optimize models: Put feature selection and hyperparameter tuning inside.
Evaluate performance: Use accuracy, precision, recall, and F1-score to check how e dey go.
Extract features: Use TF-IDF, Word2Vec, and Bag of Words ways.
Build classifiers: Develop Naive Bayes, SVM, and neural network models.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and the workload.
- Choose which chapter to begin with
- Add or remove chapters
- Adjust 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 growth. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.