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Data Science Bootcamp
Dive deep into the concepts of Python, SQL, Mathematics, Machine Learning, Data Visualisation, and more with Byte Academy’s Data Science Bootcamp programme.
Full time, Online
14 Weeks
₹ 5,000
Quick facts
particular | details | |
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Medium of instructions
English
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Mode of learning
Self study, Virtual Classroom
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Mode of Delivery
Video Based, Text Based
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Course overview
The Data Science Bootcamp certification course offers a personalised applied learning experience for students with AIZA, a personal AI tutor. The comprehensive curriculum delves deep into Python’s basics and advanced concepts. Students also explore SQL, data visualisation, mathematics, machine learning, and more.
The Data Science Bootcamp by Byte Academy also allows students to learn about feed-forward neural networks, recurrent neural networks and convolutional neural networks. Besides, the syllabus devotes an entire section on software theory, covering algorithms, databases, networks, testing, and data management.
Byte Academy’s instructor-led live classes include practical sessions for students to apply the learned concepts by executing programming scripts. The Data Science Bootcamp online course also utilises a recorded flipped-classroom approach to engage students with recorded sessions, exercises, LMS slides, assessments, group code review, doubt-solving sessions, etc.
Moreover, students receive one-on-one instructor support throughout. They also create a team and a solo capstone project in the final phase of the programme.
The highlights
- Online sessions
- In-classroom sessions
- Spryte Sprints
- Career support
- Byte Academy International certificate
- Live instructor-led classroom
- Recorded flipped classroom experience
- LMS slides
- Group code review
- Assessments
- Comprehensive curriculum
- Videos
- Industry-expert trainers
- Doubt solving sessions
- Exercises
- Hands-on project experience
- Software sprints
- Aiza: Personal AI Tutor
Program offerings
- Spryte sprints
- Career support
- Recorded flipped classroom experience
- Live instructor-led classroom
- Lms slides
- Doubt solving sessions
- Software sprints
- Hands-on project experience
- Group code review
- Aiza: personal ai tutor
Course and certificate fees
Fees information
Pay the Data Science Bootcamp certificate fee through the following:
If students enrol a month early from the Data Science Bootcamp classes starting date, they get Early Bird Discounts.
Interest-free and collateral or security-free loans, which you can pay over 12 months (one year)
Interest-free instalment schemes where students can pay the fee over 3-6 months
Data Science Bootcamp fee structure
Course Type | Deposit (Refundable) |
On Campus (Full-Time) | Rs. 5,000 |
Online (Remote) | Rs. 5,000 |
On-Campus (Part-Time) | Rs. 5,000 |
certificate availability
certificate providing authority
What you will learn
After you finish Byte Academy’s Data Science Bootcamp syllabus, you will master the following:
- Computer science fundamentals
- Object-Oriented Programming
- Operating Systems and Unix
- Python
- Data structures
- Supervised learning
- Software theory
- Neural networks
- Data science fundamentals
- Unsupervised learning
- Data visualisation
- Machine learning
- SQL
Who it is for
Any candidate interested in pursuing the course can take up the course. Also, those who are working as Data Analyst, Machine learning engineer, Data Scientist, Data Engineer etc and willing to get further skilled in their respective field can opt for the course.
Admission details
Step 1: The Data Science Bootcamp training page is available at: https://www.byteacademy.co/courses/data-science-bootcamp.
Step 2: Review the boot camp details, alumni testimonials, instructor profiles, syllabus, enrolment process, and cohort dates. Choose any preferred cohort (online or offline) and tap on ‘Apply Now.’
Step 3: When you are redirected to the application page, you will see three categories, ‘sign up’, ‘verify,’ and ‘submit.’
Step 4: For those with no Byte Academy account, you can sign up by complying with the on-screen instructions. Those who have a profile can log in with pre-existing login credentials.
Step 5: After starting your new account, you will sit for the counselling process/ admission interview.
Step 6: Now, you must pay a nominal refundable fee to block your seat.
Step 7: Complete and submit financing applications and enrollment forms.
Step 8: Start learning in the boot camp.
Filling the form
The Data Science Bootcamp certification course enrolment requires you to set up a Byte Academy account. Furnish basic details, including your first and last name, email ID, contact information, and how you found out about Byte Academy. Verify your email address by clicking on the verification link sent to your registered mail ID. Provide the activation code received on your registered mobile number.
Now fill in course and campus selection details. Choose where you want to take the Data Science Bootcamp course (offline cohort/online cohort), programme type, starting date, course name, etc.
The syllabus
Computer Science Fundamentals
Introduction to Python
- Control Flow
- Data Types
- Complexity Theory
- Functions
Object-Oriented Programming
- Classes
- Design Considerations
- Modules
- Exceptions
- Context Managers
Data Structures
- Recursive Structures
- Tree
- Linked List
- Graph
Software Theory
- Networks
- Testing
- Databases
- Data Management
- Algorithms
Introduction to Data Science
- Math Prerequisites (Linear Algebra, Calculus, Statistics)
- Intro to Machine Learning
- Model Analysis
- Regression
Supervised Learning
- Intro to Neural Networks
- Decision Trees & XGBoost
- K Nearest Neighbors
Neural Networks
- Convolutional Neural Networks
- Feed-forward Neural Network
- Recurrent Neural Networks
Unsupervised Learning
- Principal Component Analysis
- K-Means Clustering
- Autoencoders
Machine Learning Theory
- Reinforcement Learning
- VC-Dimension
Capstone Project
- Team capstone project
- Solo capstone project
How it helps
The Data Science Bootcamp course benefits include a Byte Academy International accreditation that highlights your market-ready expertise in Data Science. Besides, after finishing the boot camp, you will be well-versed to work as a data analyst, data scientist, data engineer, data management engineer, machine learning engineer, etc.
Apart from securing a high-paying job, you will become an expert in extracting meaningful patterns from data and applied coding skills to develop robust applications. The immersive Data Science Bootcamp course produces high-quality data scientists who score opportunities to work across industry verticals at start-ups, Fortune 500 companies, SMBs, and more.
Instructors
Mr Ashwin Ravi
Instructor
Freelancer
Mr Vivek J
FullStack Trainer
Byte Academy
B.E /B.Tech
Ms Indira US
Instructor
Freelancer
FAQs
In the internship, you work on software sprints, develop with a team, and learn to use agile methodologies for project sprints. Byte Academy delivers this internship opportunity collaboratively with Spryte Labs. Learn more about Spryte Labs on the official site.
The part-time experience is 14-weeks-long.
Yes, you can access and leverage their career services to jump-start your professional journey.
You can work as a data analyst, machine learning engineer, data scientist, data engineer, and data management engineer.