Research Design, SurveyCTO Mobile Data Collection, GIS Mapping Data Analysis Using NVIVO And PYTHON Course

Research Design, SurveyCTO Mobile Data Collection, GIS Mapping Data Analysis Using NVIVO And PYTHON Course on 20/02/2023 to 03/03/2023

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 SurveyCTO

·         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