Net Course
What will I learn?
Fungua uwezo wa kazi yako ya teknolojia na Kozi ya Neti, iliyoundwa kwa ajili ya wataalamu wa teknolojia wenye shauku ya kujua uainishaji wa maandishi na uchambuzi wa data. Ingia ndani ya mafunzo ya modeli, tathmini, na uboreshaji na mazoezi ya moja kwa moja katika uthibitishaji mtambuka, uteuzi wa vipengele, na urekebishaji wa vigezo. Boresha ujuzi wako katika uchakataji wa awali wa data, uchimbaji wa vipengele, na modeli za ujifunzaji wa mashine kama vile Naive Bayes na SVM. Pata maarifa kuhusu ukusanyaji wa data wa kimaadili na hati bora, kuhakikisha kuwa umejiandaa kwa changamoto za ulimwengu halisi.
Apoia's Unique Features
Develop skills
Enhance the practical skills outlined below
Jua vizuri uchakataji wa awali wa data: Gawanya, tengeneza, na usafishe data ya maandishi kwa ufanisi.
Boresha modeli: Tekeleza uteuzi wa vipengele na urekebishaji wa vigezo.
Tathmini utendaji: Tumia vipimo vya usahihi, uhakika, ukumbusho, na alama ya F1.
Chimba vipengele: Tumia mbinu za TF-IDF, Word2Vec, na Bag of Words.
Jenga viainishaji: Tengeneza modeli za Naive Bayes, SVM, na mitandao ya neva.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, you can adjust chapters and the workload.
- Choose which chapter to start 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 development. It is not equivalent to a technical, undergraduate, or postgraduate program, but offers practical and relevant knowledge for your professional journey.