Data Science And Artificial Intelligence Course
What will I learn?
Unlock the potential of data with our Data Science and Artificial Intelligence Course, designed to build the skills of Business Intelligence specialists in Eritrea. You will learn customer segmentation using K-Means and Hierarchical Clustering, develop skills in data exploration through visualization and identification of unusual results (anomaly detection), and improve your forecasting abilities with time series and machine learning methods. Learn how to prepare data, check its quality, and find useful insights that will help you make important business decisions. Improve your skills with our short, high-quality, and helpful course. (ብትግርኛ: እዚ ኮርስ ሳይንስ ዳታን ኣርቲፊሻል ኢንተለጀንስን ንኽእለት ሰብ ሞያታት ቢዝነስ ኢንተለጀንስ ኣብ ኤርትራ ንምዕባይ ተባሂሉ እዩ ተዳልዩ። ብዛዕባ ምክፍፋል ዓማዊል ብ K-Meansን Hierarchical Clusteringን ክትመሃሩ ኢኹም፣ ብምስላትን (visualization) ዘይተለምዱ ውጽኢታት ብምፍላጥን (anomaly detection) ክእለት ዳታ ምድህሳስ ከተማዕብዩ ኢኹም፣ ብ time seriesን ናይ ማሽን መሃረምቲ ሜላታት ተጠቒምኩም ትንበያ ናይ ምጽራይ ዓቕምኹም ከተመሓይሹ ኢኹም። ከመይ ጌርኩም ዳታ ከም እትዳለው፣ ጽሬቱ ኸም እትፍትሹ፣ ንንግድኹም ኣገዳሲ ውሳኔታት ንምውሳድ ዚሕግዘኩም ጠቓሚ ሓበሬታ ኸም እትረኽቡን ክትመሃሩ ኢኹም። ነዚ ሓጺርን ጥራቱን ጠቓምን ኮርስ ተጠቒምኩም ክእለትኩም ኣመሓይሹ።)
Apoia's Unique Features
Develop skills
Enhance your practical skills outlined below
Master clustering: Segment customers using K-Means and hierarchical methods. (ብትግርኛ: ብ K-Meansን hierarchical ሜላታት ተጠቒምኩም ንዓማዊል ከመይ ጌርኩም ከም እትመቕልዎ ምልማድ።)
Visualize data: Create impactful charts to reveal insights and trends. (ብትግርኛ: ጠቓሚ ስእልታት ብምስራሕ ሓበሬታን ዝንባሌታትን ከመይ ጌርኩም ከም እትርእዩ ምልማድ።)
Forecast sales: Predict outcomes with time series and regression models. (ብትግርኛ: ብ time seriesን regression ሞዴላት ተጠቒምኩም ትንበያታት ከመይ ጌርኩም ከም እትገብሩ ምልማድ።)
Clean data: Enhance data quality through normalization and transformation. (ብትግርኛ: ዳታ ብ normalizationን transformationን ተጠቒምኩም ከመይ ጌርኩም ጽሬቱ ኸም እተመሓይሹ ምልማድ።)
Communicate insights: Deliver clear, actionable business recommendations. (ብትግርኛ: ንጹርን ተግባራውን ናይ ቢዝነስ ምኽርታት ከመይ ጌርኩም ከም እተመሓላልፉ ምልማድ።)
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change chapters and workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease 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 course, but offers practical and relevant knowledge for your professional journey.