- TypeTraining or Development Class
- Location Mombasa city, Mombasa county,Mombasa,Kenya
- Date 20-02-2023 - 03-03-2023
Education/Teaching/Training/Development
Research/Science
LEARNING OBJECTIVES
· Understand and appropriately use statistical terms and concepts
· Design and Implement universally acceptable Surveys
· Convert data into various formats using appropriate software
· Use mobile data gathering tools such as Open Data Kit (ODK)
· Use GIS software to plot and display data on basic maps
· Qualitative data analysis using NVIVO
· Python for Data Science and Machine
· Spark for Big Data Analysis
· Implement Machine Learning Algorithms
· Numbly for Numerical Data
· Pandas for Data Analysis
· Matplotlib for Python Plotting
· Seaborn for statistical plots
· interactive dynamic visualizations
· SciKit-Learn for Machine Learning Tasks
· K-Means Clustering, Logistic Regression and Linear Regression
· Random Forest and Decision Trees
· Natural Language Processing and Spam Filters
· Neural Networks
· Support Vector Machines
· Write reports from survey data
· Put strategies to improve data demand and use in decision making