Course Outline: Introduction to Stata: Overview of Stata and its applications Installing and setting up Stata Understanding the Stata interface (Command window, Results window, Variables window, etc.) Basic Stata commands and syntax Data Management: Importing data from different sources (Excel, CSV, databases) Data entry and editing Understanding and managing variables Creating and labeling variables Data…

Course Outline: Introduction to Jupyter Notebook: Overview of Jupyter Notebook and its applications Installing Jupyter Notebook Launching and navigating the Jupyter interface Creating and managing Jupyter Notebooks Jupyter Notebook Basics: Understanding cells (code cells, markdown cells) Running and managing cells Keyboard shortcuts and commands Saving and exporting notebooks Markdown and Rich Text: Writing and formatting…

Course Outline: Introduction to Microsoft Access: Overview of Microsoft Access and its applications Understanding database concepts Access interface and navigation Creating and saving a new database Database Design: Planning and designing a database Understanding tables, records, and fields Defining primary keys and relationships Normalization and avoiding redundancy Working with Tables: Creating and modifying tables Data…

Course Outline: Introduction to Big Data and Hadoop: Overview of big data concepts and challenges Introduction to Apache Hadoop and its ecosystem History and evolution of Hadoop Use cases and applications of Hadoop Hadoop Architecture and Components: Understanding Hadoop Distributed File System (HDFS) Introduction to MapReduce programming model Hadoop ecosystem components (YARN, HBase, Hive, Pig,…

Course Outline: Introduction to IBM Watson: Overview of IBM Watson and its applications Understanding AI, machine learning, and deep learning Setting up an IBM Cloud account IBM Watson Services Overview: Watson Studio: Data science and machine learning Watson Assistant: Building chatbots Watson Discovery: Text analytics and search Watson Knowledge Catalog: Data cataloging and governance Watson…

Course Outline: Introduction to SPSS: Overview of SPSS and its applications Installing and setting up SPSS Navigating the SPSS interface (data view, variable view) Data Entry and Management: Importing data from various sources (Excel, CSV, databases) Entering data manually Defining variables and variable types Data cleaning and preprocessing Descriptive Statistics: Measures of central tendency (mean,…

Course Outline: Introduction to SAS: Overview of SAS and its applications Installing and setting up SAS Navigating the SAS environment (SAS Studio, SAS Enterprise Guide) Basic SAS Programming: Understanding the SAS programming language Data steps and PROC steps Reading and writing data SAS syntax and basic commands Data Management and Manipulation: Importing and exporting data…

Course Outline: Introduction to MATLAB: Overview of MATLAB and its applications Installing and setting up MATLAB MATLAB interface and environment Basic Operations and Syntax: Basic commands and operations Variables and data types Scripts and functions Command window and workspace Working with Arrays and Matrices: Creating and manipulating arrays and matrices Matrix operations and linear algebra…

Course Outline: Introduction to R: Overview of R and its history Installing and setting up R and RStudio Basic R commands and syntax Understanding RStudio interface Data Structures in R: Vectors, lists, matrices, arrays Data frames and tibbles Factors Data Manipulation: Importing and exporting data (CSV, Excel, databases) Data cleaning and preprocessing Using dplyr for…

Course Outline: Introduction to Google Analytics: Overview of digital analytics Understanding the importance of analytics Setting up a Google Analytics account Google Analytics Interface: Navigating the Google Analytics dashboard Understanding reports and data structure Customizing the dashboard Setting Up Google Analytics: Installing tracking code on a website Setting up goals and conversions Linking Google Analytics…