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Master the AI/ML & Data Science skills that top companies are looking for!
This two-part course covers foundational Data Science concepts in depth and progresses to the more advanced topics in Machine Learning.
Understand essential Machine Learning and Data Science concepts like Inferential Statistics, A/B Testing, Regression, Clustering, Decision Trees, Random Forests and more.
Attend live sessions, doubt-clearing sessions and get taught by the most renowned Machine Learning Experts and Data Scientists in the country today.
Work on 2 Capstone Projects with tools like Python, SQL, Excel, Tableau, Kaggle, Scikit learn, Numpy, Pandas, Matplotlib, Tensorflow, Statsmodel and more.
Gain broad knowledge of how to make right business and data management decisions based on various data insights.
Transform findings from data resources into actionable business strategies.
Our program is designed to get you ready for your first job
Curated specifically for college students and freshers, our holistic curriculum covers all aspects
from fundamental concepts to interview preparation.
Gain holistic understanding of Artificial Intelligence & Machine LearningLearn various skills in introductory and advanced Machine Learning, starting from basic coding to advanced concepts like Natural Language Processing, Deep Learning, Neural Networks, Clustering, and Classification.
Get live industry expert sessionsLearn from industry leaders to solve business problems in your everyday work as a Data Scientist, Machine Learning engineer, Robotics Engineer and other roles with this Machine Learning course. Solve your doubts directly from the experts.
Learn and practice tools of the tradePick up skills in Python, SQL, Excel, Tableau, Kaggle, Scikit learn, Numpy, Pandas, Matplotlib, Tensorflow, Statsmodel, NLTK, Keras, and apply them to real-world scenarios.
Build proof of work and be interview-readyDevelop an appealing portfolio with a number of projects including 2 Capstone Projects, and get assistance for interview preparation with resumé building, mock interviews, and career guidance.
Top companies that our alumni work at
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About the program
- 8 Months
- 400+ Learning hours
Part I - Data Science & Analytics
- Introduction to Problem Solving
- Approach to Problem Solving
- Aids to Business Problem Solving
- Introduction to Python Programming
- Data Cleaning in Python
- Introduction to Kaggle
- Python for Data Analysis - Numpy, Pandas
- Python for Data Visualisation - Matplotlib, Seaborn
- Database Design and Data Warehouse
- Data Modelling
- SQL Querying
- Joins and Set Operations
- Business problem-solving using Data Modelling
- Introduction to Data Analysis
- Creating and Formatting Charts
- Creating a Pivot Table
- Analysing Data in a Pivot Table
- Getting Started with Tableau
- Charts, Plots, Hierarchies
- Grouping and Tree-Maps
- Dashboard Creation
- Inferential Statistics
- Hypothesis Testing
- Data Sourcing
- Data Cleaning
- Univariate Analysis
- Bivariate Analysis
- Derived Metrics
- Maths Essentials for ML (Optional)
- Linear Regression
- Logistic Regression
- Decision Trees
- Data Storytelling and Effective Communication
- Business Problem Solving
- Build a Machine Learning model to predict whether a lead would be successfully converted or not.
Part II - Artificial Intelligence & Machine Learning
- Support Vector Machines
- Maximal Margin Classifier
- Soft Margin Classifier
- Decision Trees and Random Forests
- Algorithms for Decision Tree Construction
- Introduction of NLP
- Industry Applications of NLP
- Regular Expressions
- Basic Lexical Processing
- Text Encoding
- Stemming and Lemmatization
- Structure of Neural Networks
- Backpropagation in Neural Networks
- Hyperparameter Tuning in Neural Networks
- Introduction to Convolutional Neural Networks
- Building CNNs with Python and Keras
- Implement a Multiclass Classification Model on Skin cancer dataset using a custom model in TensorFlow.
The curriculum and content are subject to revision based on industry trends and updates.
Want to know if this is the right course for you?
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With qualified opportunities from the best organisations in the world, upGrad Campus makes sure your skills get the spotlight they deserve.
300+ Hiring partners
Soft skills training
Boost your chances of getting placed by purchasing our Placement Plus program along with the certificate programs
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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.
Top Faculty & Industry Experts
upGrad Campus Certificate
Scholarships & Financial Assistance
Meet the Program Experts
CEO, Actify Data Labs
Managing Vice President, Gartner
CEO & Founder, TheDeltacube.ai
ML Engineering Manager, Meta
Senior Engineering Manager, Disney+ Hotstar
Mirza Rahim Baig
Lead Analyst, Zalando SE
Anshuman Gupta, PhD
Vice President - Data Science MiQ Digital India
Hear what our students have to say
“As a fresher I was always thinking about how to find a job in my area of interest. After a long research, I am happy that I chose Upgrad Campus!
I did my Digital Marketing certification from Upgrad Campus while I was still in my final semester of college.Highly skilled faculty and Practical learning through their projects is the highlight. Impressed with the content and their support. Right after finishing the course I have started getting interview calls from the relevant companies already”
“Data analytics from UpGrad Campus was designed based on the current industry requirements and market trends.The Course captures the latest skills and techniques required to do projects based on Analytics and makes you job ready.
Career Support to all its learners. UpGrad Campus will prepare you how to face data Analyst job interviews mock interviews and mock mcqs test to check your capability for the interviews,if you have completed the course as upgrad campus guided for then no one can stop you to get your dream job.
They have great support team as you will not face any difficulty in your course completion and whenever you want they are available for you(definitely not midnight :))”
Taking this course from upgrad campus helped me to understand the high growth industry requirements.
In rank keywords it has aided me to understand the concepts and some tactics of Digital Marketing in a much easier way. Digital Marketing expertise and dedication of the TA is totally worth it . A definite recommendation for a digital marketing program.
Thanks for the support that has been given.
Student mentor and support team - all I can say is they are available almost 24*7 and they have the knowledge to resolve your queries - once I was unable to login and see my completed contents, they literally were available post 8 pm on a Saturday.
I suppose other than training a diverse group of students, they also take care of each and every query. It is gratifying to know that our concerns are being taken care of. Cherry on top is - their main focus is getting us placed. It was a stupendous experience!
Thankyou Upgrad Campus!
Get Dual Certifications!
upGrad Campus certificates are the most reliable way to make an entry into any industry and get a headstart in finding the most relevant jobs at some of the top companies in the world.
Upon completing the course, you will get two certificates - in Data Science, and in Artificial Intelligence & Machine Learning. With these certificates, apply for the roles of Business Intelligence Developer, Data Scientist, Data Analyst, Associate Analyst Manager, Applied Machine Learning Engineer, Robotics Engineer, Robotics Scientist, AI Data Analyst, AI Engineer and more.
Our world-class online courses and live classes will help you become job ready. Choose your course here and get career guidance from the best in the industry.
Essentials of Programming
4 Month Program
Live Sessions | Mentor Support | Placement Assistance
Program designed by Yashavant Kanetkar, the author of the best-selling programming book, Let Us C!
Become an ace programmer and kickstart your career in the software industry. Learn C, Data Structures and a programming language (choose between Python and Java).
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5 Month Program
Live Sessions | Mentor Support | Placement Assistance
Master the skills required to build a product roadmap through User Research, Prototyping and Product Analysis from industry experts and interactive sessions.
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Sales & Marketing
3 Month Program
Live Sessions | Mentor Support | 3 Assured Interviews | 50+ Hiring Partners to get you placed immediately
Sales & Marketing are the cornerstones of success for any company - no matter the domain. Become a high-performing Sales & Marketing professional right from your first job with this certification program.
Admissions closing on
Artificial Intelligence & Machine Learning is a field which is in demand all over the world. The supply of AI Engineers and Machine Learning Specialists is too less than its demand. Even in entry-level roles, companies prefer candidates with specialised industry-ready skills. Join the best AI/ML program designed for beginners and start your career in this competitive industry.
A candidate must have completed 10+2 or HSC or equivalent examinations with at least 60% in SSC and HSC, and at least 50% in undergraduate exams to date. While a background in programming is not mandatory, an interest in coding will help you master concepts more easily and achieve your career goals faster.
upGrad Campus is India’s largest higher education platform that makes college students ready for the best jobs.
- Learn from the world’s best faculty and industry experts
- Premium learning content and study materials
- Excellent student mentor support and on-demand teacher assistance
- Focus on practical hands-on experience with industry-relevant case studies, live projects, and capstone projects
- Dedicated placement support platform for you to access qualified opportunities from the world’s top companies
The admission process starts with applying for a program on the upGrad Campus website.
Following are the key steps in the admission process:
- Step 1: Complete the application. Contact our learning consultant and fill up the application form.
- Step 2: Get shortlisted & receive the admissions offer letter. Our admissions committee will review your profile followed by a screening interview with one of our senior counselors. Upon being selected, an offer letter will be sent to you confirming your admission to the program.
- Step 3: Block your seat. Block your seat and enroll into the program. Get access to the course material and begin your journey to a successful career.
upGrad Campus is an initiative by upGrad that strives to provide world-class job-ready programs for college students. It is one of the best online learning platforms in the world, which provides in-depth learning through extensive modules and study materials and practical knowledge through case studies, live projects, and capstone projects. Furthermore, upGrad Campus offers exemplary placement assistance, enabling you to access the best job opportunities in top companies in the industry.
Yes, upGrad Campus offers Placement Plus – a program you can avail as an add-on service to access qualified job opportunities from the top organisations. There are dedicated mentors to assist you during the placement process after the successful completion of a program. Placement Plus helps you get interview-ready via profile building, resumé proofing and updation, employability tests, mock interviews and more.