
Data Science
Price : Rs-15000/-
Regular | |
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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)
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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)
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Practice by doing Projects |
Analysis of 3 – 4 real world data sets |
Statistics |
Intro to all the basic statistics required for data science (1) |