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About Data Science Course in Kolkata
In the current job market, data science is one of the most lucrative career paths. The demand for skilled data science professionals across various industries has drastically increased and will continue to rise in the next few years. Data is the fuel behind every sector; companies are required to interpret data to study market patterns and consumer behaviour. So, hiring managers are on the lookout for candidates with a certification in data science. If you want to start your career in data science but are not sure where to start, our Data Science Course in Kolkata covers everything you need to excel in the field.
Course Curriculum
Module 1 - Statistical Analysis
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Module 2 - Introduction to Hypothesis Testing
- Hypothesis Testing ( 2 proportion test, 2 t sample t-test)
- Anova and Chi Square
- Probability Distribution
- Normal Distribution
Module 3 - Linear and Logistic Regression
- Principles of Regression
- Intro to Simple Linear Regression
- Multiple Linear Regression
- Logistic Regression
Module 4 - EDA
- Data Cleaning
- Imputation Techniques
- Data analysis and Visualization
- Scatter Diagram
- Correlation Analysis
- Transformations
- Encoding Methods
Module 5 - Unsupervised ML Algorithms
- Clustering Introduction
- Hierarchical clustering
- K Means
- DBSCAN
- PCA
- Association Rules
- Recommender System
- Python Model Deployment
Data Science
Highlights
This course designed for both beginners and experienced professionals introduces the students to the fundamental concepts of data science and equips them with the practical skills to analyse data and gain meaningful insights from it.
Why Choose Us?
- Flexible fee structure
- Qualified faculty
- 100% placement assistance
Who Can Take This Course?
- Flexible fee structure
- Qualified faculty
- 100% placement assistance