Program in Data Science & Artificial Intelligence

BY
upGrad Campus

Learn the required skills and knowledge in data science and analytics with a Program in Data Science & Artificial Intelligence certification by upGrad.

Mode

Online

Duration

6 Months

Fees

₹ 66000

Inclusive of GST

Quick Facts

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

Course overview

The Program in Data Science & Artificial Intelligence certification course provides a comprehensive curriculum such as an introduction to Python programming, SQL, Python for data science, and data visualization. The duration of this certification course is 6.5 months and is designed for freshers. Students gain basic skills and knowledge in Python Programming, Machine Learning, Tableau, SQL, and Python Libraries. 

The certification course offers hands-on projects and case studies experience provided by various industry experts. The Program in Data Science & Artificial Intelligence certification by upGrad provides in-depth knowledge in Python Programming, data analysis and statistics, ChatGPT and generative AI, and business understanding. The students will gain hands-on training experience through placement support to get 3 assured job interviews. 

The highlights

  • 6.5 Months Course 
  • 200+ Hours Recorded Sessions
  • 100+ Hours of Live Sessions
  • 300+ Learning hours
  • 6+ Hands-on Projects/Case Studies
  • Meta and Disney+ Hotstar Experts
  • Guaranteed Certification

Program offerings

  • Live sessions
  • Recorded sessions
  • Mentor support
  • Placement support
  • 3 assured interviews
  • Industry professionals 1:1 interactions

Course and certificate fees

Fees information
₹ 66,000  (Inclusive of GST)

The Program in Data Science & Artificial Intelligence certification fee is Rs 66,000. The certification course provides the most-in-demand skills and knowledge that students are required to have to excel in the Data Science field. 

Program in Program in Data Science & Artificial Intelligence Certification Fee Structure

Certification Course

Certification Fee 

Program in Data Science & Artificial Intelligence

 Rs 66,000

certificate availability

Yes

certificate providing authority

upGrad Campus

Who it is for

When the students complete the Program in Data Science & Artificial Intelligence certification course, they seek job opportunities in various Data Science. Candidates can opt for this course to enhance their skills and knowledge. This course is thereby beneficial for those who are seeking the following careers:

Eligibility criteria

Academic Qualifications

There is no strict eligibility requirement for the Program in Data Science & Artificial Intelligence certification course. Students knowing coding languages like Java, Python or C/C++ will be an added advantage.

Certification Qualifying Details

After completing the Program in Data Science & Artificial Intelligence certification course, the students will receive a certification.

What you will learn

Sql knowledge Visualisation skills Machine learning Knowledge of python Knowledge of artificial intelligence

After completing the Program in Data Science & Artificial Intelligence certification syllabus, the candidates will gain knowledge in data visualization, SQL, ML, ChatGPT, Generative AI, Python Programming, and Capstone Projects. They will also get hands-on experience in statistics, linear algebra, data storytelling, and business problem-solving. Students will learn to apply the learned concepts and principles with the industry expert's assistance. 

Upon completion of the Program in Data Science & Artificial Intelligence training, students can function effectively on the real-world projects provided by industry experts. Students will gain in-depth subject knowledge in areas such as database design, data warehouse, data modelling, SQL Querying, data manipulation with Pandas, and building a Machine Learning Model to predict lead conversion success.

The syllabus

Problem Solving

  • Understanding and Framing a problem
  • Using the SMART Framework
  • MECE Approach
  • Root Cause Analysis
  • Analysing the Solutions
  • Proof of Concept Approach

Data Toolkit

  • Understanding and Framing a problem
  • Using the SMART Framework
  • MECE Approach
  • Root Cause Analysis
  • Analysing the Solutions
  • Proof of Concept Approach

Introduction to SQL

  • 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

Data and Visualisation (Excel and Tableau)

  • Sort and Filter
  • 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

Data and Visualisation (Power BI,Optional )

  • Power BI Overview
  • Data Preparation
  • Using DAX
  • Data Modelling
  • Building Reports
  • Best Practices
  • Power BI Service
  • Dashboards Creation

Statistics and EDA

  • Discrete and Continuous Probability Distributions
  • Central Limit Theorem
  • Hypothesis Testing
  • Types of Errors
  • Data Sourcing
  • Web Scraping
  • Data Cleaning
  • Univariate Analysis
  • Bivariate Analysis

Machine Learning

  • Maths Essentials for ML (optional)
  • Linear Regression: Simple and Multiple
  • Logistic Regression
  • Implementing Regression Models in Python
  • K-Means Clustering

Introduction to NLP

  • NLP Application Areas
  • Text Analysis
  • Regular Expressions
  • Basic Lexical Processing

Advanced AI

  • Decision Trees
  • Random Forests
  • Support Vector Machine (SVM)
  • Neural Networks
  • Introduction to Convolutional Neural Network (CNN)

Generative AI

  • Leverage ChatGPT for Python and SQL
  • Prompt Engineering Basics
  • Advanced Prompting Techniques
  • ChatGPT APIs in Python

Mentor-Led Internship

  • 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

Admission details

To join the Program in Program in Data Science & Artificial Intelligence classes, follow these steps:

Step 1: Browse the link below:

https://upgradcampus.com/courses/data-science-and-analytics/

Step 2: To register for the Program in Data Science & Artificial Intelligence certification course, click on the "Enroll Now" button fill out the required information like personal information and address details, and submit the form. 

Step 3: When the students submit the form, a representative will reach out to you, and then pay the course fee. 

How it helps

The Program in Data Science & Artificial Intelligence certification benefits include:

  • Students gain hands-on experience in the subject through 200+ hours of recorded sessions, 300+ learning hours, 100+ hours of live sessions, and 1:1 interactions with industry professionals. 
  • The certification course also offers 6+ hands-on Projects and case studies, experience with 15+ tools, and Program experts from Meta and Disney+Hotstar. 
  • The course covers a comprehensive curriculum including Python programming for beginners and provides placement and career guidance. 
  • This course will benefit the users looking for the right skills in the field of Data Science.

Instructors

Ms Ujjyaini Mitra
Head Of Analytics
Zee TV

Mr Mirza Rahim Baig

Mr Mirza Rahim Baig
Lead of Business Analytics
Flipkart Pvt. Ltd.

FAQs

Does the Program in Program in Data Science & Artificial Intelligence certification course provide One-to-One support to the students?

Students are assigned a mentor to guide them with their queries or any issues they may have. They are guided by the subject matter experts by conduct live sessions and teaching assistants to clarify doubts.

What are the eligibility requirements for the Program in Data Science & Artificial Intelligence online course?

The course covers basics like programming with Python, therefore having a coding background is optional. Knowledge of coding languages like Java, Python, or C/C++ will be a bonus.

What is the duration of the Program in Data Science & Artificial Intelligence certification course?

The duration of this certification course is 6.5 months. The course offers a comprehensive curriculum that covers all the aspects of Data Science and Artificial Intelligence from basics to advanced.

What are the career options available after the completion of the Program in Data Science & Artificial Intelligence online course?

The career options available after the completion of this course are Data Scientist, Data Analyst, and Associate Analyst Manager with specialisations in Python, Kaggle, SQL, and Tableau.

Do students need a laptop or particular software to learn the Data Science course?

Yes, students will need a laptop or a desktop to connect to the online courses and also to complete the projects.

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