Machine Learning Course With Python
What will I learn?
Furo awooda barashada mashiinka adigoo isticmaalaya Koorskeena Barashada Mashiinka oo dhamaystiran oo la Isticmaalayo Python, oo loogu talagalay xirfadlayaasha teknolojiyada ee jecel inay kor u qaadaan xirfadahooda. Gal qoto dheer xulashada iyo hirgelinta moodelka, adigoo xirfad u leh geedaha go'aanka, kaymaha randomka, iyo isku xidhka toosan. Hel khibrad ku saabsan tababarka moodelka, qiimaynta, iyo hagaajinta adigoo isticmaalaya scikit-learn, adigoo fahmaya cabbirada khaladaadka muhiimka ah sida MAE iyo RMSE. Sahami sahaminta xogta, nadiifinta, iyo injineernimada sifooyinka, adigoo hubinaya moodello adag oo tayo sare leh. Ku biir hadda si aad kor ugu qaaddo shaqadaada adiga oo adeegsanaya barasho wax ku ool ah oo saameyn sare leh.
Apoia's Unique Features
Develop skills
Strengthen the development of the practical skills listed below
Xirfadle ka Noqo Geedaha Go'aanka: Hirgeli oo hagaaji geedaha go'aanka ee moodelka saadaasha.
Xirfadaha Isku Xidhka Toosan: Dhis oo hagaaji moodellada isku xidhka toosan adiga oo isticmaalaya Python.
Khibrada Nadiifinta Xogta: Nadiifi oo diyaari xog ururinta adiga oo isticmaalaya Pandas si aad u falanqeyso.
Hagaajinta Hyperparameterka: Hagaaji waxqabadka moodelka adiga oo isticmaalaya farsamooyinka hagaajinta ee horumarsan.
Warbixin Wax ku ool ah: Dukumenti oo warbixi hababka sayniska xogta si cad.
Suggested summary
Workload: between 4 and 360 hours
Before beginning, you can adjust 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 can generate more chapters similar to 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 provides practical and relevant knowledge for your professional journey.