Our Student’s #AageKiSocho Story!
ML means
“Mumbai to London”
for this particular learner
Catch Harishankar’s story of upskilling in AI/ML that took his career to London.
They got their dream job. #AageKiSocho to get yours!
Vidushi
Milan Sood
Maddula Jaggadesh
Eswar Sai Mamidi
Nisarg
Pritam Patra
Sai Priya
Ayushman Mahajan
Ranjitha Babu
Nirekshan Jay
Shruti Kaushik
Prerana
Rahul Naik
Anushri Gupta
Vivek
Spoorthi V
Yash Bansal
Harshil Saini
Highlights of our Data Science & Artificial Intelligence
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6.5 Months of Training
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390+ Learning hours
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100+ Hours of Live Sessions
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25 Case Studies & 30 Practice Caselets
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3 Assured Interview Opportunities
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Guaranteed Certification
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1:1 interactions with industry professionals
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8+ Hands-on Projects
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Program experts from Nykaa and Microsoft
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Get experience with 15+ tools
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Get a foundation in Git and Github
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Mentor-led Internships at top companies
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Curriculum includes Advanced Gen AI concepts
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80+ Hours of Integrated Placement Training
Tools you will learn in our Data Science & Artificial Intelligence Program
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Pandas
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Matplotlib
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Numpy
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Seaborn
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Scikit Learn
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Statsmodels
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MySQL
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Excel
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Tableau
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Python
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Kaggle
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Keras
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Github
Top companies that our alumni work at
Last date of application:
Still not sure?
Future-proof your skills with ChatGPT
- Leverage ChatGPT for Python and SQL querying
- Learn advanced prompting and use ChatGPT APIs in Python
- Get hands-on experience by solving a Gen AI Project
Master Data Science & Artificial Intelligence with 8+ Hands-on Projects
IMDb Movies (Skill used - Python)
Find insights on entities such as actors, directors etc. for some mo...
RSVP Movies (Skill used - SQL)
Use SQL to analyse the data of movies released from 2017-2019 and gi...
Gramener Case Study (Skill used - EDA)
Use EDA to find out factors that decide if an individual who has ap...
Geely Auto Assignment (Concept used - Linear Regression)
Use linear regression to understand the factors affecting car prici....
Personalised AI Tutor Project
Use Gen AI to create an End to End Personalised AI Tutor and impro....
Sun Pharma Case Study (Concept used - Statistics)
Apply the knowledge of probability and hypothesis testing to help...
IPL Visualisation Project (Skill used - Tableau)
Build a Tableau dashboard of IPL statistics over the years in or...
HELP NGO Assignment (Concept used - Clustering)
Use clustering to categorise a list of countries using some so...
Get real-world experience with our Mentor-led Internships
Strengthen your Data Science & Artificial Intelligence skills under the guidance of Industry Mentors.
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1:1 interactions
with Mentor -
Group Sessions
with peers -
4 weeks
duration -
Projects tailored
for various domains
Get your Mentor-led Internship Certificate from one of these companies:
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Snapdeal
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Teach for India
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Uber
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Cult.Fit
Explore real-world Industry Scenarios via Caselets & Case Studies in these domains
Entertainment
Finance
Automobile
Sports
Social Welfare
Pharmaceuticals
Education
E-Commerce
Entertainment
Finance
Automobile
Sports
Social Welfare
Pharmaceuticals
Education
E-Commerce
Scholarships Available
Course Curriculum
- Understanding and Framing a problem
- Using the SMART Framework
- MECE Approach
- Root Cause Analysis
- Analysing the Solutions
- Proof of Concept Approach
- Basics of Python
- Data Structures
- Control Structures
- Functions and OOP
- Data Analysis using Python (Numpy, Pandas)
- Data Visualisation using Python (Matplotlib, Seaborn)
- Introduction to Kaggle
- Version Control using Git and Github
- Database Design & Data Warehouse
- Entity Relationship Diagram (ERD)
- Schemas and Constraints
- Data Modelling
- Basic SQL Querying
- Regular Expressions
- Joins and Set Operations
- Window Functions
- Query Optimisation
- Sort and Filter
- Report-making: Basic, Conditional & Advanced Formatting
- Bucketing and Segmenting
- Formulae and Cell Referencing
- Creating and Formatting Charts
- Pivot Tables
- VLOOKUP
- Tableau Charts
- Plots
- Hierarchies
- Grouping and Treemaps
- Functions
- Dashboards Creation
- Storytelling
- Power BI Overview
- Data Preparation
- Using DAX
- Data Modelling
- Building Reports
- Best Practices
- Power BI Service
- Dashboards Creation
- Discrete and Continuous Probability Distributions
- Central Limit Theorem
- Hypothesis Testing
- Types of Errors
- Data Sourcing
- Web Scraping
- Data Cleaning
- Univariate Analysis
- Bivariate Analysis
- Maths Essentials for ML (optional)
- Linear Regression: Simple and Multiple
- Logistic Regression
- Implementing Regression Models in Python
- K-Means Clustering
- NLP Application Areas
- Text Analysis
- Regular Expressions
- Basic Lexical Processing
- Decision Trees
- Random Forests
- Support Vector Machine (SVM)
- Neural Networks
- Introduction to Convolutional Neural Network (CNN)
- Leverage ChatGPT for Python and SQL
- Prompt Engineering Basics
- Advanced Prompting Techniques
- ChatGPT APIs in Python
- Gain real-work experience with curated projects under the guidance of Industry Mentors.
- Choose your project from any of these companies:
- Snapdeal
- Teach for India
- Uber
- Cult.Fit
The curriculum and content are subject to revision based on industry trends and updates.
Want to master these topics?
Get in touch with us and we’ll help you get started on your learning journey!
Land job opportunities with Placement Support
Start your Data Science & Artificial Intelligence course with placement opportunities and transform into an expert Data Scientist.
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Soft skills training
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Career guidance
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300+ Hiring partners
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Resumé building
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Mock interviews
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Aptitude training
Boost your chances of getting placed by purchasing our Placement Plus program along with the certificate programs
You Get Upto
22.2%
Fee Waiver
Industry Experts
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Mirza Rahim Baig
Analytics at Zalando
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Ujjyaini Mitra
Founder & CEO at TheDeltacube.ai
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Anand S
CEO at Gramener
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Shreyas M
Senior Analytics Manager, Zynga
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Vishwa Mohan
CIO, PhysicsWallah
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Amit Kumar Gupta
Sr. Data and Applied Scientist, Microsoft
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Krishna Bhavsar
Former Head of Data Science, WhizAI
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Akshita Asati
Machine Learning Scientist at Nykaa
Get certified and improve your career opportunities
Students! Unlock more with
Get 20% off on our Data Science & Artificial Intelligence program! Register on UNiDAYS with your student credentials to claim the offer.
How does upGrad Campus make you job-ready?
You need more than a college degree to work in your dream company. upGrad Campus’s structured platform gives you the support you need to stand out from the crowd.
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Live Classes
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Mentorship Sessions
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Career Guidance
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Top Faculty & Industry Experts
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upGrad Campus Certificate
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Scholarships & Financial Assistance
FAQs
Data Science and AI is one of the most in-demand job roles for all companies today. There are a tremendous number of job openings for various roles in the field of Data Science and AI. But what recruiters really want are skills.
That’s where upGrad Campus’s Data Science & Analytics course certification online training program comes in. Curated specifically for college students and freshers, this course will have you creating predictive models in no time. Get hands-on practice in Python, Tableau, Structured Query Language (SQL), Excel and various other Data Science & Advanced AI concepts and tools from scratch.
To make Data Science and AI for beginners easy to understand, this course covers multiple projects that give you hands-on experience. These projects include a Data Cleaning project, a Regression project where you will build your own predictive model and an EDA project to name a few. Each of these projects is based on a real-world scenario.
The learning content will be available to access for 3 years post completion of your course.
A love for AI and solving problems is the first set of criteria to take up our Data Science & Artificial Intelligence course. The entire program is designed for beginners, and covers everything starting from the very basics, including programming with Python. So a coding background is not compulsory (although knowing a coding language like Java, Python or C/C++ is an added bonus).
There are two ways to apply for the Data Science & Artificial Intelligence at upGrad Campus.
- If you have any queries regarding the program, you can click on the Talk To Our Learning Consultants button on the website. Our Learning Consultants will reach out to you and will counsel you accordingly. Further, you can pay the admissions fee and block your seat to enroll in the program.
- If you’d like to join the upcoming batch immediately, simply click on the Enroll Now button on the website. You will be guided on the next steps to pay the course fee and get access to the Data Science & Artificial Intelligence course materials.
Due to the nature of your Data Science & Artificial Intelligence training, you will require a Laptop to complete your project.
The Live classes to learn Data Science & Artificial Intelligence are scheduled every Saturday, Sunday from 7:30 pm to 9:30 pm. Additionally you will also have Live classes for placement training.
Data Science and AI are vast fields with a lot of new concepts to learn. In order to master the various concepts and tools, we recommend our learners to spend at least 3 hours on a daily basis. However, since we have recorded sessions included with your course, you can choose how and when you want to study.
Apart from this, we conduct 2 hours of Live sessions and 2 hours of Doubt clearing sessions. Live sessions are conducted with Subject Matter Experts who will explain the concepts in detail, and during doubt clearing sessions, you can directly ask your queries to Teaching Mentors.
You will also have Placement training sessions on Tuesdays and Thursdays for 2 hours each.
At the start of the Data Science & Artificial Intelligence course, you will be assigned a mentor. The role of your mentor is to help you through your course and assess your progress along the way. Mentors are there to guide you through any queries or issues you may have during the course.
In addition, you will also be guided by Subject Matter Experts who will conduct the Live sessions and by Teaching Mentors who will help resolve your doubts.
We provide an extensive range of resources for you to dip into. Every weekend, you will have doubt clearing sessions, where you can get answers from Teaching Mentors and Subject Matter Experts (live). Furthermore, you can also connect with other students in the forum and get any peer support you need.
Yes, upGrad Campus offers Placement Plus, a specially-curated program where our dedicated Mentors will guide and train you for getting placed in your dream company.
These programs help you get interview-ready via profile building, resumé proofing and updation, employability tests, group discussions, mock interviews and more.
And the best part? You get 3 assured job opportunities upon signing up for these programs.
Our Certification Program will help you get positions like Data Scientist, AI Engineer and more with specialisations in Python, SQL and Tableau. Due to the vast nature of this field, our course will also help you branch out comfortably into any other role of your preference.