Advanced Data Science Course
What will I learn?
Imarisha ujuzi wako wa Ujasusi wa Biashara (Business Intelligence) na Kozi yetu ya Juu ya Sayansi ya Data, iliyoundwa kwa wataalamu wanaotaka kutumia maarifa yanayoendeshwa na data. Jifunze uchambuzi wa mauzo na hesabu, boresha utabiri kwa kutumia miundo ya ARIMA, Prophet, na LSTM, na uboreshe mbinu za kuandaa data. Boresha uwezo wako wa kuwasilisha maarifa kupitia ripoti na taswira (visualization) zenye ufanisi. Pata uzoefu wa moja kwa moja katika utekelezaji wa miundo na uhandisi wa vipengele (feature engineering), kukuwezesha kufanya maamuzi sahihi na ya kimkakati katika shirika lako.
Apoia's Unique Features
Develop skills
Enhance the practical skills outlined below
Tengeneza maarifa yanayoweza kutekelezwa: Unda mapendekezo yanayoendeshwa na data kwa ukuaji wa biashara.
Fundi ubora wa utabiri wa mfululizo wa muda: Tumia ARIMA, Prophet, na LSTM kwa ubashiri sahihi.
Boresha uandaaji wa data: Shughulikia data ambayo haipo na thamani zilizo nje (outliers) ili kupata seti za data safi.
Boresha uchunguzi wa data: Tambua hitilafu na uelewe miundo tata ya data.
Wasiliana kwa ufanisi: Unda taswira zilizo wazi na ripoti fupi kwa wadau.
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.