Data Science

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


  1. Introduction to Data Science

  1. Introduction/Definitions

  2. Fundamental of Data science

  3. Tools and skills


  1. SQL for Data science

  1. Relational database Concepts


  1. Python for Data Science

  1.  Python for Data Analysis – NumPy

  2.  Python for Data Analysis – Pandas

  3. Python for Data Analysis - Scipy


  1. Exploratory Data Analysis(EDA)

  1. Cleaning Data

  2. Feature Engineering

  3. Data Visualization And Wrangling Of Data

  4. Outlier Detection


  1. Visualization

  1. Python for Data Visualization – Seaborn

  2. Python for Data Visualization – Matplotlib


  1. Machine Learning

  1. Supervised Machine Learning:

  1. Linear Regression

  2. Logistic Regression

  3. Decision Tree

  4. Support Vector Machine

  1. Unsupervised Machine Learning:

  1. Clustering 

  2. Association


  1. Time Series Analysis with Python:

  1. ARMA Model

  2. ARIMA Model

  3. AUTO ARIMA


  1. Datawarehouse/ Data Mining/ Business Intelligence

  2. POWER BI

  3. Capstone Project

As per your time.

LinkedIn Twitter

View other Similar Course

..
Autocad

AutoCAD is a commercial computer-aided design (CAD) and drafting software application. Developed and marketed by Autodesk, AutoCAD was first released in December 1982 as a desktop app running on microcomputers with internal graphics controllers. Befo...

read more
..
Facebook Advertisement

Facebook Advertising is now one of the most effective tools out there to grow your business, create loyal customers, and generate leads and sales .Our Facebook Advertising guide will give you everything you need to get started with Facebook Ads.

read more
..
ASP.Net Training

ASP.NET or popularly known as Dot NET programming language in Nepal. Creatu Learning provides comprehensive training in dot net language in Kathmandu. ASP.NET, the open-source server-side web framework developed by Microsoft has a solution for...

read more