Data Science Course
- Offered bySELDOM INDIA TECHNOLOGIES
Data Science Course at SELDOM INDIA TECHNOLOGIES Overview
Data Science Course
at SELDOM INDIA TECHNOLOGIES
Develop skills in data science, learn Python and SQL, analyse and visualise data, and construct machine learning models
Duration | 3 months |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Data Science Course at SELDOM INDIA TECHNOLOGIES Highlights
Data Science Course
at SELDOM INDIA TECHNOLOGIES
- Earn a certificate after completion of the course
- Career Opportunity
- Flexible Timings
Data Science Course at SELDOM INDIA TECHNOLOGIES Course details
Data Science Course
at SELDOM INDIA TECHNOLOGIES
Skills you will learn
What are the course deliverables?
- Develop machine learning and data science fundamentals without coding complex code.
- Utilise feature engineering techniques such as one-hot encoding, scaling, and discretization to enrich datasets.
- Inferences are drawn from data using statistical methods and techniques such as hypothesis testing, regression analysis, and Bayesian analysis.
- Use classification models like K-nearest neighbours, Nave Bayes, and decision trees to predict outcomes that fall into certain categories.
- Using linear and nonlinear regression models, develop precise forecasts and projections.
- Learn how to choose and modify models to maximise performance, reduce bias, and reduce drift.
- How to design and construct robust data pipelines capable of handling the scope and complexity of contemporary data ecosystems.
- The application of data science techniques to business problems, including customer segmentation, recommendation systems, and fraud detection
More about this course
- In this course students will have the unique opportunity to develop an end-to-end perspective on data science and prepare for leadership in the field
- In this course by working with real data sets from top companies, students will put learning into practice, build your portfolio, and be ready to advance a successful data science career in any industry
Data Science Course at SELDOM INDIA TECHNOLOGIES Curriculum
Data Science Course
at SELDOM INDIA TECHNOLOGIES
Data Toolkit
Understanding Python’s
Fundamentals
Logic and Syntax Building
Data Structures: Lists, Strings, Dictionaries and Stacks
Machine Learning
Simple linear residue
Python’s simple linear regression
Problem statement
Analysis Rubric
Advanced Machine Learning
Religious ensembles
Overview of random forests
Boosting and ADA boost the introduction
Gradient boosting
Data Mining and Analytics for Big Data
Recap of database design
Blocks of data modelling building
Windows options
Stored routine, cursors and case statements
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Data Science Course
at SELDOM INDIA TECHNOLOGIES
Student Forum
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