Data Analytics With Python, R, Tableau, Sql and Excel
COURSE DETAILS
Programming in Python
What does this course include?
 Python
 R
 Tableau
 Structured Query Language(SQL)
 Advanced Excel
COURSE CONTENT

Section #1: Fundamentals of Python

Section #2: Data Wrangling

Section #3: Statistics and Probabality

Section #1: Machine Learning Model in Python

Section #2: Data Visualization Using Matpolib and Tableau

Section #3: Deep Learning Using Tensor Flow

Section #4: Handling Big Data With Spark

Section #1: Programming in R

Section #2: Data wrangling

Section #3: Statistics and Probability

Section #4:Modeling in to R

Section #5:Mining Algorithms using R
 Association analysis
 Marketbased analysis/ rules
 Apriori algorithm
 Ensemble models  random forest model, boosting model
 Segmentation analysis types of segmentation, kmeans clustering, Bayesian clustering.
 Feature selection/ dimension reduction multidimensional scaling, dimension reduction, factor or component analysis
 Axes
 Covariance

Section #6: Time series forecasting in R and Model Deployment

Section #7: Data wrangling using R and SQL

Section #8: Data Analysis and Visualization using Tablue