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Complete Course Details
Core Data Analysis
Actual Price:₦ 800,000.00
Tuition Fee(Pay Just 50%) : ₦ 400,000.00
/ USD: $ 526.32
Course Objectives
Module 1
Descriptive Statistics Introduction to the course Descriptive Statistics Probability Distributions
Module II
Inferential Statistics Inferential Statistics through hypothesis tests
Module III.
Regression & ANOVA Regression ANOVA(Analysis of Variance)
Module IV
Machine Learning: Introduction and Concepts Differentiating algorithmic and model based frameworks Regression : Ordinary Least Squares, Ridge Regression, Lasso Regression,K Nearest Neighbors Regression & Classification
Module V.
Supervised Learning with Regression and Classification techniques -1 Bias-Variance Dichotomy Model Validation Approaches Logistic Regression Linear Discriminant Analysis Quadratic Discriminant Analysis Regression and Classification Trees Support Vector Machines
Module VI.
Supervised Learning with Regression and Classification techniques -2 Ensemble Methods: Random Forest Neural Networks Deep learning
Module VII.
Unsupervised Learning and Challenges for Big Data Analytics Clustering Associative Rule Mining Challenges for big data analytics 8. Prescriptive analytics Creating data for analytics through designed experiments Creating data for analytics through Active learning Creating data for analytics through Reinforcement learning
Project & Exam
Description: This course examines model building, design of experiments, multiple regression, non-parametric techniques, contingency tables and introduction to response surfaces, decision theory and time series data.
GLOBALTECHS is a Dynamic ICT Training and Consultancy firm in Nigeria Providing Technology Solutions for both Home & Business. GLOBALTECHS ICT Career Solution for Individual, Corporate Organization, Professionals and Graduate|Undergrate who are ready to take their Skill to the next level