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Business Intelligence using Python SAS Excel and Tableau | Yami


Join With Our Courses To Develop Yourself.


Courses Overview

Analysis, Predictive Analytics, AI and Machine Learning models, using the most in-demand tools like R, Python, SAS, and Tableau.It will empower you to ace every one of the three components of Data Science - Statistics, Tools, and Business Knowledge.

Overview of analytics

 An Overview of Analytics and Data Science

•           Analytics Methodology and Problem Solving Frameworks

•           Models & Algorithms


Descriptive Analytics with Statistics

•           Descriptive Statistics

•           Data Visualization with Excel


•           Data Analysis Methods: Data Visualization with Excel


R for Data Science

•           Introduction to R

•           Simple data processing with R

•           Data Visualization with R


Data Wrangling and EDA with R

•           Data Pre-Processing - Data Exploration

•           Data Pre-Processing - Data Preparation


Testing Hypothesis with Data

•           Introduction to Inferential Statistics and Probability concepts

•           Hypothesis Testing Concepts and Frameworks

•           Advanced Hypothesis Testing


Predictive Analytics with R

•           Linear Regression

•           Logistic Regression

•           Time Series Forecasting in R


Python for Data Science and Machine Learning

•           Introduction to Python

•           Introduction to Pandas

•           Data Manipulation with Pandas

•           MatplotLib


Machine Learning Models using Python

•           Introduction to Machine Learning

•           Introduction to Linear Regression

•           Linear Regression - Introduction to Overfit

•           Logistic Regression

•           Tree Based Models

•           Neural Networks

•           Convolutional Neural Network

•           ML in R: Linear Regression

•           ML in R: Logistic Regression and Decision Trees

•           ML in R: Tree Based Models


Data Science Capstone Project and Final Certification Exam

•           Project

•           Assignments


SAS Language for Data Manipulation and Analytics

•           An Introduction to the SAS language

•           Data Import into SAS

•           Data Manipulation with SAS

•           Advanced Data Manipulation with SAS


Storytelling with Data using Tableau

•           Visualisation with Tableau

  • Duration: 120 HRS
  • Services

    Technical Support Project, Consultancy Monitoring and Control Smart Metering Data Logging, Dedicated Graphical Interface

    Corporate Training, Industrial Training, Campus Training, Classroom Training, Bootcamp Training, Online Training

    Data Science, Machine Learning, Robotics, Business Intelligance, Finance Controlling, Water Treatment and Power Plants

    Domestic Tech. / Non Tech. and International - Tech. only


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