Python For AI Course
What will I learn?
Tek on di powa a Python fi AI ina Business Intelligence wid wi komprehensiv course ya. Dive deep ina data preprocessing, and master teknik dem like scaling, normalizing, ahn encoding. Explore how fi load ahn analiza data, sort out missing values, ahn use CSV file dem. Move up wid time series forecasting using ARIMA, LSTM, ahn Prophet model dem. Mek yuh skill dem betta ina model training, hyperparameter tuning, ahn performance evaluation. Mek visuals dem we shot, ahn predict future sales. Lift up yuh BI skill dem wid pratical, high-quality learning.
Apoia's Unique Offerings
Develop skills
Enhance the development of the practical skills listed below
Master data preprocessing: Scale, normalize, ahn encode fi get di best AI model dem.
Conduct exploratory data analysis: Find out wa di data seh ahn deal wid missing values.
Implement time series model dem: Use ARIMA, LSTM, ahn Prophet fi mek accurate forecast.
Optimize model performance: Split di data, tune hyperparameter dem, ahn evalyate di result dem.
Visualize ahn document insights: Mek visuals dem we shot, ahn write up good documentation.
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'll 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.