Data Science Bootcamp

BY
GreyCampus

Mode

Online

Duration

6 Months

Quick Facts

particular details
Medium of instructions English
Mode of learning Self study, Virtual Classroom
Mode of Delivery Video and Text Based

Course and certificate fees

certificate availability

No

The syllabus

Python

  • Syntaxes, String operations, data types, dictionaries, sets, conditions, functions, loops, OOP, Numpy, Pandas, Matplotlib, and more.

Statistics

  • Types of data, graphs, numerical measures, probability concepts, CLT, Hypothesis testing, ANOVA, correlation and more

Exploratory Data Analysis (EDA)

  • Introduction to ML and SK Learn, Label Coding, One-hot-encoding, standardization, imputation techniques, and graphs

SQL

  • SQL vs NoSQL vs MySQL, RDBMS, SQL functions, Operators, Joins and Unions, Database functions, Data types, keys, Constraints, Timestamps and more

Machine Learning

  • Supervised and unsupervised learn- ing, ML algorithms and introduction to Deep Learning

Visualisation Tools

  • Tableau and Power BI

Capstone project

Interactions

  • One-to-one interactions with instructors and mock-interviews with experts

Instructors

Dr Sandeep Singh
Associate Product Manager
OdinSchool

Mr Krishna Kumar 1
Data Scientist
Morgan Stanley

Mr Vishal Jain
Co-Founder
Bloom Energy Corpora...

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