Data Science
Price : Rs-15000/-
| Regular | |
|---|---|
| Course duration: | 3 Months |
| Course fees: | Rs-15000/- |
| Weekly 3 Days |
What is Data Science |
| Fundamentals, Definitions, Problems, Role of a Data Scientist, etc (1)
|
| Intro to different topics in data science (1) |
| Application of data science in different industries and career building in data science (1) |
Tools for Data Science |
| Brief intro to all required tools in data science, setup and walkthrough Jupyter Noteook (1)
|
| Intro to Git and Github(1) |
| DOOR & STAIRS |
Python for Data Science |
| All the basics of python (5)
|
Database and SQL for Data Science |
| All the basics of SQL (5)
|
Data Science Methodology |
| Understanding all the important steps in data science (1) |
Data Analysis with Python |
| Intro to important python libraries for data analysis like pandas, numpy, etc. (4) |
Data Visualization |
| Intro to important python libraries for data visualization (3) |
What is Machine Learning |
| Intro to fundamentals of machine learning (1) |
Machine Learning Algorithms |
Working mechanism and implementation of all important machine learning algorithms |
| Linear Regression (1) |
| Logistic Regression (1) |
| K-Nearest Neighbour (1) |
| Support Vector Machine (1) |
| Naïve Bayes (1) |
| Decission Tree (1) |
|
Random Forest (1) |
|
K-means Clustering (1) |
|
Model evaluation techniques (1)
|
Practice by doing Projects |
| Analysis of 3 – 4 real world data sets |
Statistics |
| Intro to all the basic statistics required for data science (1) |