- Understanding and Framing a problem
- Using the SMART Framework
- MECE Approach
- Root Cause Analysis
- Analysing the Solutions
- Proof of Concept Approach
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Program in Data Science & Artificial Intelligence
Learn the required skills and knowledge in data science and analytics with a Program in Data Science & Artificial Intelligence certification by upGrad.
Online
6 Months
₹ 66,000
Inclusive of GST
Quick facts
particular | details | |
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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.
Also Read: Online Data Science Courses & Certifications
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
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
certificate providing authority
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
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.
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:
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.
The syllabus
Problem Solving
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
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
Lead of Business Analytics
Flipkart Pvt. Ltd.
FAQs
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.
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.
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.
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.
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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