Data scientists are analytical experts who utilize their skills in both technology and social science to find trends and manage data. They use industry knowledge, contextual understanding, skepticism of existing assumptions – to uncover solutions to business challenges.
Data Science Course
Introduction to Data Science
Introduction/Definitions
Fundamental of Data science
Tools and skills
SQL for Data science
Relational database Concepts
Python for Data Science
Python for Data Analysis – NumPy
Python for Data Analysis – Pandas
Python for Data Analysis - Scipy
Exploratory Data Analysis(EDA)
Cleaning Data
Feature Engineering
Data Visualization And Wrangling Of Data
Outlier Detection
Visualization
Python for Data Visualization – Seaborn
Python for Data Visualization – Matplotlib
Machine Learning
Supervised Machine Learning:
Linear Regression
Logistic Regression
Decision Tree
Support Vector Machine
Unsupervised Machine Learning:
Clustering
Association
Time Series Analysis with Python:
ARMA Model
ARIMA Model
AUTO ARIMA
Datawarehouse/ Data Mining/ Business Intelligence
POWER BI
Capstone Project
As per your time.
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