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Workshop Fall 2024
AI Assistants for R Programmers: Boosting Efficiency and Effectiveness Illya Mowerman Introduction AI assistants like ChatGPT and Claude are revolutionizing programming workflows R programmers can leverage these tools to enhance productivity and code quality Code Generation and Optimization Rapid prototyping of functions and scripts Suggesting...
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BAC Project Plan
1. Project Overview Client: BAC Industries Project: Data Analytics Consulting Services for Supply Chain Optimization Duration: 24 weeks (6 months) Objective: Improve demand forecasting accuracy by 20% and reduce inventory carrying costs by 15% 2. Project Timeline Phase Duration Weeks Key Deliverables Discovery and Planning 2 weeks 1-2 Project c...
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Creating a Project Plan
How to Create a Comprehensive Project Plan Illya Mowerman, Ph.D. Introduction Creating a detailed project plan is crucial for the success of any consulting engagement. This guide will walk you through the key steps to develop a comprehensive project plan, similar to the one created for BAC Industries’ data analytics project. 1. Project Overvie...
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Assignment 4: Joins
Assignment: Understanding and Applying Joins in R with dplyr Objective This assignment aims to assess your understanding of different types of joins in R using the dplyr package. You will work with sample datasets, perform various joins, and answer questions based on the results. Setup First, ensure you have the dplyr package installed and loaded...
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RFP - Response
How to Create a Response to an RFP A Non-Comprehensive Guide for Successful Proposal Writing Illya Mowerman Outline Introduction to RFPs Understanding the RFP Planning Your Response Key Components of an RFP Response Writing and Formatting Tips Review and Submission Process Case Study Conclusion and Q&A 1. Introduction to RFPs What is an RFP? R...
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RFP Response
How to Create a Response to an RFP A Non-Comprehensive Guide for Successful Proposal Writing Illya Mowerman Outline Introduction to RFPs Understanding the RFP Planning Your Response Key Components of an RFP Response Writing and Formatting Tips Review and Submission Process Case Study Conclusion and Q&A 1. Introduction to RFPs What is an RFP? R...
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Assignment 3
Starter Code library(dplyr) library(readr) # Load the movies dataset movies <- read_csv("https://gist.githubusercontent.com/tiangechen/b68782efa49a16edaf07dc2cdaa855ea/raw/0c794a9717f18b094eabab2cd6a6b9a226903577/movies.csv") Instructions For each question, except for the extra credit, use the results of the previous question as the starting dat...
1545 sym R (213 sym/1 pcs)
Data Wrangling: Two Tables (joins)
Data Wrangling: Two Tables (joins) Illya Mowerman Introduction to Joins Joins are operations that combine two data frames based on a common variable. In this presentation, we’ll cover: Inner Join Left Join Right Join Full (Outer) Join Semi Join Anti Join We’ll use dplyr for all examples. Sample Data Let’s create two sample data frames: #...
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Data Wrangling: Single Table
Introduction to dplyr Functions in R Illya Mowerman Dataset Introduction: mtcars Built-in R dataset containing information about various car models Variables include mpg (miles per gallon), cyl (number of cylinders), hp (horsepower), and more head(mtcars) ## mpg cyl disp hp drat wt qsec vs am gear carb ## Mazda RX4 ...
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Week 2 - Defining The Problem
Problem Definition and Analytical Frameworks in Consulting Illya Mowerman Overview Defining the Problem Frameworks for Problem-Solving Critical Thinking and Logical Reasoning Case Study Analysis Techniques 1. Defining the Problem What is a problem statement? A clear, concise description of the issue to be addressed. Characteristics of a well-de...
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