Data Science Bootcamp
- Offered bySpringboard
Data Science Bootcamp at Springboard Overview
Duration | 6 months |
Start from | Start Now |
Total fee | ₹2.00 Lakh |
Mode of learning | Online |
Difficulty level | Beginner |
Official Website | Go to Website  |
Credential | Certificate |
Data Science Bootcamp at Springboard Highlights
- Earn a certificate after completion of course
Data Science Bootcamp at Springboard Course details
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Aspiring Data Scientists: Individuals who want to start a career in data science and are looking for a structured, intensive learning experience to build their skills from the ground up.
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Professionals Looking to Upskill: People in related fields such as business analysis, marketing, finance, or engineering who want to add data science skills to their repertoire to enhance their current roles or transition into data science positions.
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Recent Graduates: Those who have recently completed degrees in quantitative fields (like mathematics, statistics, computer science) and wish to apply their theoretical knowledge in a practical, hands-on environment.
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Career Changers: Individuals from non-technical backgrounds who are interested in switching careers and see data science as a promising new direction.
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Entrepreneurs and Business Owners: People looking to leverage data science to gain insights into their business, make data-driven decisions, and optimize operations.
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Tech Enthusiasts: Individuals with a passion for technology and data who want to learn how to apply these interests in a professional context.
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Students and Recent Graduates: Those who are in the early stages of their careers and want to gain practical skills that will make them more competitive in the job market.
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Data Enthusiasts: Individuals who have a keen interest in data and wish to understand how to manipulate, analyze, and visualize it effectively.
- Statistical analysis
- Machine learning
- Data visualization
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Tools and Software
- Jupyter Notebooks
- Software Setup Instructions
- Access to Cloud Platforms
Embark on an immersive journey into the world of data science with our intensive Data Science Bootcamp.
This bootcamp is designed to provide you with a deep understanding of data science principles and hands-on experience with the tools and techniques used by professionals in the field.
A data science bootcamp is an intensive training program that provides students with the skills and knowledge they need to become data scientists.
Data Science Bootcamp at Springboard Curriculum
Data Science Method
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Learn about key data science skills
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Understand the six steps to the Data Science Method (DSM)
The Python data science stack
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Follow coding best practices in Python
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Learn Python data types, foundations, and standard libraries
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Learn Pandas
Data wrangling
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Submit ideas and a project proposal
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Review data types, build data profiles, and develop and understand your data's features
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Wrangle data for your second capstone
Machine learning
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Explore the fundamentals of machine learning
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Gain an understanding of the taxonomy of different types of ML algorithms
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Develop an understanding of best practices and common challenges that data scientists deal with when working on machine learning applications
Data storytelling
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Learn how to apply presentation techniques for executive (C-suite), technical, and non-technical audiences
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Prepare a presentation about a dataset of your choosing
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Give a presentation about the work you completed for your second capstone project
Three capstone projects
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Capstone 1
You’ll be introduced to the six steps of the Data Science Method (DSM) early on in the program, then execute each of these critical steps through guidance from your mentor. You’ll practice each step before applying your knowledge to your second capstone. -
Capstone 2
Similar to the guided capstone one, you’ll execute the steps of the DSM but with less guidance. You’ll develop a project idea and proposal, find and wrangle data, use exploratory data analysis techniques, pre-process and create a training dataset, build a working model, and then document and present your work. You’ll submit each step separately. -
Capstone 3
Capstone 3 runs through the steps of the DSM, but you’ll choose your project idea depending on the specialization track you’re enrolled in.
Data Science Bootcamp at Springboard Entry Requirements
- Bachelor’s Degree
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Successful completion of all mandatory coursework, core projects and career development tasks
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Fulfill all post-completion job search requirements — regular networking, job applications and interviewing
- Not mentioned
Data Science Bootcamp at Springboard Admission Process
Important Dates
Other courses offered by Springboard
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Data Science Bootcamp