- Admission Open For New batch
Advanced Certification in Data Science & Analytics
In Association with:
Certification aligned to:
- Advanced Certification from MeitY (Ministry of Electronics and Information Technology) in association with FutureSkills Prime.
- 6-Months technical training program with hybrid classes.
- Suitable for college student, graduate, post graduate, career gap, early professionals.
- Start from scratch – no prior experience needed, all pre-requisite will be covered.
- Next-Gen curriculum for the age of ChatGPT and Generative AI.
12 Dec
Next Batch
6 Months
Course Duration
Hybrid
Online + Offline
5 LPA
Avg Package
Advanced Certification in
Data Science & Analytics
Join our Advanced Data Analytics course. This comprehensive program covers essential tools and technologies such as Python, Tableau, Alteryx, Power BI, plotting techniques, Microsoft Excel, SQL, and R programming. Enhance your data analytics skills with expert guidance from Ethan’s faculty. With our course, you’ll gain the expertise to handle real-world business situations using a variety of data analytics tools. Join our Advanced Certification in Data Analytics today and kickstart your journey to becoming a proficient data analyst.
Student workload: 700 Hours | Duration: 6 months | Training Mode: Classroom
Register to confirm your seat. Limited seats are available.
Guest Lectures by IIT professors
Ethan's Tech Career Track
IIT Approved Mentors
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Data Science & Analytics Training Location
- Wakad
- Kharadi
- Shivajinagar
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Our team is made up of industry experts, seasoned professionals, and passionate trainers who work together as a close-knit family. We believe in not just teaching, but inspiring and growing together — creating a learning environment that feels like home and performs like the best in the business.
Gurjeet Sir
Ex IIT Kharagpur, AI
Sachin Sir
Ex Microsoft – Azure
Vinit Sir
Ex IIT Bombay, GenAI
Alam Sir
Cloud & DevOps Architect
Jatin Sir
Ex Credit Suisse, Python
Siddhant Sir
Ex IIIT Allahabad, DSA
Raman Sir
Ex-Data Analyst, MuSigma
Anurag Sir
Ex-IIM Bangalore, GenAI
Himanshu Sir
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About the Course
Advanced Certification in Data Science & Analytics
What is Data Science & Analytics all about?
Data Science & Analytics – Course Overview
Data Science and Analytics focus on extracting meaningful insights from data to support decision-making, optimize processes, and drive business value. While Data Science involves advanced techniques such as machine learning and AI, Data Analytics emphasizes analyzing historical data to identify trends, patterns, and actionable insights.Key Aspects of Data Science & Analytics
- Data Collection: Gathering structured and unstructured data from multiple sources, including databases, APIs, social media, and IoT devices.
- Data Cleaning & Preparation: Ensuring data accuracy, consistency, and completeness by handling missing values, duplicates, and inconsistencies.
- Data Processing & Transformation: Structuring raw data into an analyzable format using statistical and computational techniques.
- Exploratory Data Analysis (EDA): Using statistical methods and visualization tools to identify patterns, correlations, and anomalies in data.
- Descriptive Analytics: Summarizing historical data to understand past trends and business performance.
- Diagnostic Analytics: Analyzing past data to determine the causes behind trends and anomalies.
- Predictive Analytics: Using statistical models and machine learning techniques to forecast future trends and behaviors.
- Prescriptive Analytics: Providing actionable recommendations using optimization algorithms, AI, and advanced simulations.
- Data Visualization & Reporting: Presenting insights through dashboards, charts, and reports for effective decision-making.
- Business & Industry Applications: Applying analytics in finance, marketing, healthcare, supply chain, and customer experience to improve efficiency and innovation.
Key Differences Between Data Science & Data Analytics
- Data Science: Involves AI, machine learning, and predictive modeling for automation and intelligent decision-making.
- Data Analytics: Focuses on analyzing historical data to optimize business processes and performance.
Who is a Data Scientist and Data Analyst?
Data Scientist
A Data Scientist works with structured and unstructured data to build machine learning models and AI-driven solutions. They focus on predictive analytics, automation, and advanced data science techniques.Key Skills:
- Programming (Python, R, SQL)
- Machine Learning, AI, Deep Learning
- Big Data (Hadoop, Spark)
- Data Wrangling & Visualization (Tableau, Power BI)
Data Analyst
A Data Analyst interprets historical data to identify trends and provide actionable business insights. They work primarily with structured data and focus on reporting and visualization.Key Skills:
- SQL, Excel, Tableau, Power BI
- Data Cleaning & Transformation
- Statistical Analysis
- Business Intelligence
Why one should take Data Science & Analytics Course?
According to IBM, job openings in data-related fields were expected to grow between 200,000 to 700,000, highlighting the increasing demand for skilled professionals.
Glassdoor ranks Data Scientist as the number one job, and the demand for Data Analysts, Data Engineers, and Big Data Architects continues to rise.
Industries such as finance, telecom, retail, and insurance are leading recruiters for data professionals.
A report by Indeed shows a 29% year-over-year increase in job postings for data scientists and analysts, with a massive 344% growth since 2013.
However, job seeker interest is growing at a slower pace, creating a significant demand–supply gap. As a result, Data Science & Analytics skills are considered “high-demand” by top hiring platforms.
As organizations increasingly rely on data-driven decision-making, professionals skilled in data analytics, data visualization, machine learning, and statistical modeling are being offered highly competitive salaries.
India ranks as the second-highest country for hiring Data Science & Analytics professionals, with over 50,000+ job openings, second only to the United States.
This rapidly growing domain offers excellent career prospects, making Data Science & Analytics one of the most promising and future-ready career paths.
What is the scope of Job Opportunities With Data Science & Analytics Training?
By completing a certification course in Data Science & Analytics, your career prospects expand significantly, enabling you to apply for a wide range of high-paying roles, including:
- Data Scientist – Collects and analyzes large volumes of structured and unstructured data to generate actionable insights and solve complex business problems. Average Salary: ₹7,00,000 per annum
- Data Engineer – Designs and builds scalable and reliable data infrastructure, ensuring data is transformed into usable formats for analysis and modeling. This role is critical in data-driven organizations. Average Salary: ₹10,00,000 per annum
- Data Analyst – Converts raw data into meaningful reports, dashboards, and insights to support informed business decisions, requiring strong visualization and statistical analysis skills. Average Salary: ₹6,00,000 per annum
With organizations across industries prioritizing data-driven strategies, this field offers some of the most promising and lucrative career paths.
Why Choose Ethans for Data Science & Analytic?
The training begins with core fundamentals, including Statistics, Mathematics, SQL, Exploratory Data Analysis (EDA), and Python programming and gradually advances to cutting-edge topics such as Machine Learning, Artificial Intelligence (AI), Business Analytics, Predictive Analytics, and Text Analytics.
Who Should Enroll?
- Freshers / Graduates
- Job Seekers
- Data Analysts & Business Analysts
- Database Administrators & IT Developers
- Networking Professionals
- Legacy Technology & Software Professionals looking for a career shift
Our experienced trainers and mentors provide continuous guidance throughout the program, ensuring hands-on learning and real-world exposure.
By the end of this training, you will be well-prepared for multiple roles in Data Science & Analytics and confident to secure opportunities in this fast-growing, high-demand industry.
Syllabus
Advanced Certification in Data Science & Analytics
Syllabus for Advanced Certification in Data Science & Analytics at Ethans
Python Basics: Learn, Code, Create
- Introduction to Python Programming
- Basic Data Types in Python
- Variables and Naming Conventions
- Data Types in Python
- Data Structures
- Python String Object
- Python List and Tuple Objects
- Python Dictionary Object
- Python Set Object
- Indexing & Slicing
- Importance of Indexing in Python
- Introduction to Slicing
- Indexing and Slicing in Strings
- Indexing and Slicing in Lists and Tuples
- Operators in Python
- Arithmetic Operators
- Comparison Operators
- Logical Operators
- Assignment Operators
- Membership Operators
- In-Built Functions & Methods
- Exploring Built-in Functions
- Using Built-in Functions with Data Types
- Built-in Methods for Specific Data Types
Python Control Flow Simplified
- Statements, Indentation & Conditionals
- Statements and Indentation
- Introduction to Conditional Statements
- Combining Multiple Conditions
- Loops & Iterations
- While Loop (Conditional Loop)
- For Loop (Conditional Loop)
- Understanding Loop Control Statements
- Working with Nested Loops
Building Smarter Programs
- Custom Functions in Python
- Introduction to Custom Functions
- Defining and Calling Functions
- Arguments and Return Values
- Advanced Looping Concepts
- List Comprehension
- Set Comprehension
- Dictionary Comprehension
- Lambda Functions
- OOPs in Python
- Introduction to Object-Oriented Programming
- Classes and Objects
- Attributes and Methods
- Polymorphism
- Inheritance
- Exception Handling & Logging
- Introduction to Exception Handling
- Try-Except Blocks
- Handling Specific & Multiple Exceptions
- Finally Block
- Raising Custom Exceptions
Features
Classroom Sessions
LMS (Learning Management System)
Our LMS provides free add-on courses to strengthen cross-functional skills required in the industry. Students can revisit recorded sessions from their ongoing batches and access structured study resources. These include assignments, projects, POCs, and reference materials that support learning across all modules and help reinforce key concepts.
Quiz, Assignments & POC's
Each course is supported with topic-wise quizzes, practical assignments, and interview-oriented tasks. Assignments are customized based on student skill level and project needs, typically requiring around one hour daily. These tasks simulate real company scenarios, ensuring hands-on exposure, along with complementary study material for every module.
FutureSkills Prime Certification
Ethans is an ISO 9001:2015 certified institute, offering certifications recognized across industries. After successful assessment by industry experts, students receive a course completion certificate endorsed by FutureSkills Prime. This certification adds credibility to your profile, strengthens your resume, and enhances opportunities upon course and project completion.
Real-life Case Studies
Ethans integrates real-time projects with practical business use cases into its curriculum. Students learn to understand business requirements, perform analysis, and solve implementation challenges. This hands-on approach bridges the gap between theory and practice, helping learners gain confidence by applying concepts to real-world industry scenarios.
Job Assistance Program
After completing a course, eligible students can opt for Ethans’ job assistance program. This includes resume building, profile optimization, and interview guidance. With a strong alumni network of over 5,000 members, job opportunities are regularly shared. Over 3,000 students have successfully placed across leading companies in India.
Learning Management System Here (LMS)
Learn anytime, anywhere & track your progress.
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Industry Projects
Top-Rated Institute
Featured for Excellence
Top AI Institute
Academic Partner
Data Science & Analytics – Program Highlights
- 18+ POCs & Projects – Work on proof-of-concepts and projects to build practical expertise.
- Internship Integrated Program in Data Science & Analytics — a unique blend of training and real time.
- Core concepts like stats, Python, machine learning, deep learning, and analytics, designed to meet real-world demands.
- Tied-Up with 500+ Companies – Get access to top recruiters for exciting job opportunities.
- We help you get hired. With our 100% Career Support, you gain access to POD unique hiring platform.
- Learn to build compelling dashboards and visualizations using Power BI, Tableau, and Matplotlib.
- Job Readiness Program – Master industry skills, resume building, and interview preparation for career success.
- Recognized certification and dedicated placement support designed to launch your career in Data Science & Analytics
- Receive industry-recognized certification and 100% placement support, including resume building, mock interviews.
Up-Skill with an Industry-Recognized Certification
Validated Certification from Ethans Tech
Receive a professional certificate that validates your expertise and is recognized across leading IT companies.
Training Backed by Real-World Expertise
Ethans Tech follows a practical, hands-on training approach aligned with industry needs, boosting your job readiness.
Professional Credential for Career Growth
Showcase your technical skills with a credible certificate that strengthens your portfolio and improves hiring prospects.
Government-Recognized Certification
Earn a prestigious certification jointly endorsed by FutureSkills Prime and MeitY, ensuring strong credibility and national-level recognition.
Skill-Focused Digital Careers Framework
Learn through a curriculum aligned with India’s future digital workforce standards, designed to build job-ready technical expertise.
Verified & Shareable Credential
Add the MeitY-recognized certificate to your LinkedIn, resume, and professional profiles for enhanced employer visibility.
Validated Certification from Ethans Tech
Receive a professional certificate that validates your expertise and is recognized across leading IT companies.
Training Backed by Real-World Expertise
Ethans Tech follows a practical, hands-on training approach aligned with industry needs, boosting your job readiness.
Professional Credential for Career Growth
Showcase your technical skills with a credible certificate that strengthens your portfolio and improves hiring prospects.
Internship Certificate by Nexgen Analytix
Gain an official internship certificate showcasing your practical experience and real-time project exposure.
Verified Industry Internship Recognition
Highlight your applied skills, teamwork, and domain knowledge through a certificate trusted by employers.
Career-Boosting Professional Doc
Add the internship certificate to your resume and LinkedIn to demonstrate hands-on experience and industry exposure.
Master 12+ In-demand Skills
- Python Foundation
- Python Advanced
- Python for Analytics
- Exploratory Data Analysis
- Descriptive Statistics
- Inferential Statistics
- Microsoft Excel
- Microsoft PowerBI
- Tableau
- Database - SQL
- Machine Learning
- Artificial Intelligence
Why to Join this Program
Guest Lectures by IIT professors
Learn directly from top IIT faculty through hands-on, real-time sessions
Ethan’s Tech Career Track
Flexible timelines to complete your course and projects at your own pace
IIT Approved Mentors
Get personalized guidance and career insights from experienced professionals
Advance Curriculum
Master concepts from basic to expert level through structured, applied learning
4.7
4.6
4.5
Next Batch Starts on 12th Dec, 2025
Join 1% Elite Cohort
Why Choose Ethan’s Tech?
OTHERS
- Breadth and Depth of Curriculum
- Beginner-Friendly Bootcamp
- GenAI Integration
- Specialised Paths
- Projects Experience
- Alumni & Outcomes
- Hands-On Learning Model
- Mentorship & Faculty Access
- Comprehensive
- Structured Start
- Fully Applied
- Multiple Tracks
- Real-World & Personalized
- Large Network
- Applied & Practical
- Expert-Led
- Limited
- No On-Ramp
- Light Touch
- One Track
- Minimal & Fixed
- Small Base
- Theory-Heavy
- Basic Support
Our Alumni Works Here!
What our Students Say
Ethan’s Tech played a key role in shaping my Python development skills. The course focused on core concepts with real-world applications. Trainers explained topics clearly and provided support. This training helped me gain confidence and secure my role as Python Developer at Automata Pvt. Ltd.
Sarthak Arsul
Cloud Engineer | Minutus Computing
Ethan’s Office Tour
Ethans Tech is a leading professional training institute founded with the mission to bridge the gap between academic learning and real-world skills. With a strong presence in Pune and expanding across India, Ethans Tech has trained thousands of students and working professionals, helping them upgrade their careers in the most in-demand technologies.
The name “Ethans” represents a commitment to “education with excellence”. It’s not just a name; it’s a culture — built by passionate industry experts who believe in practical, hands-on learning rather than rote education. Every trainer at Ethan’s is a seasoned professional with real industry exposure, making the learning experience highly relevant, practical, and impactful.
At Ethans, it’s not just about completing a course — it’s about building a career.
Get a Free Consultation!
Call us today and get your queries answered by our top experts.
Learners Profile
Our diverse and dynamic batch brings together individuals from various academic and professional backgrounds, creating a rich learning environment driven by collaboration and growth.
- 📘 11% – College Graduates (Non-technical backgrounds)
- 🛠️ 23% – B.Tech & M.Tech Graduates (CS, IT, ME, CIVIL)
- 💻 27% – BCA, B.Sc (IT/CS/Maths/Stats) Graduates
- 💼 23% – Early Career Professionals (1–6 years of experience)
- 🔄 16% – Career Comeback Learners (with a gap in education or employment)
This blend of learners adds immense value to the learning experience — offering unique perspectives, fresh ideas, and real-world context to every session
Learner Profiles & Trusted Companies
Frequently Asked Questions
Everything you need to know about the program.
Who is this program meant for?
This program is ideal for college students, graduates (BCA, B.Sc, B.Tech, M.Tech), early professionals, and career-switchers who want to build a strong foundation in data science and analytics and launch a career in this high-demand field.
How are the classes scheduled?
Classes are held from Tuesday to Friday, combining live instructor-led sessions with hands-on, lab-based practice. Learners are expected to dedicate 4–5 hours per day to fully engage with the program content. Flexible scheduling options may be provided depending on the batch structure and availability.
Do I need any prior coding knowledge?
No prior coding or technical background is required to join this program. It is specifically designed to be beginner-friendly, starting with the fundamentals of Python programming, SQL for data handling, and essential statistical concepts. Whether you’re from a non-technical background or completely new to data science, the structured learning path ensures you build a strong foundation before moving into advanced topics like machine learning, data visualization, and AI.
Are there real-world projects included?
Absolutely. In addition to the 8 core academic modules, the program also includes multiple industry-relevant projects and a capstone project. These real-world assignments are designed to provide hands-on experience, reinforce your learning, and help you build a strong, job-ready portfolio that showcases your skills to potential employers.
What is the NexGen Internship and when does it start?
NexGen Analytix is a practical internship program designed to build real-world skills in data, analytics, and technology.
It focuses on hands-on projects, industry-relevant tools, and guided learning.
The program helps students gain confidence, experience, and job-ready skills for their careers.
Can I repeat the classes if I miss or need a revision?
Yes! During the program, learners have access to session recordings and class repetition options, allowing you to revise or re-attend sessions as needed for better understanding.
However, if a learner wishes to repeat the entire batch after the 6-month program period, a batch repetition fee of ₹5,000 will be applicable.
Will I receive any certification?
Upon successful completion, you’ll receive a joint certification from Future Skills Prime.
Is there a placement support system?
Yes, we offer 100% career support as part of the program. This includes mock interviews, resume-building workshops, career counseling, and job referrals through our extensive placement network.
Interaction with our dedicated placement team begins 15 days after the batch start date, ensuring you’re well-prepared early on.
As a complimentary benefit, learners also receive one month of Personality Development training (worth ₹12,000) to boost communication skills, confidence, and interview readiness.
Are there real-world projects included?
Absolutely. The program includes multiple industry-aligned projects and a capstone project, giving you practical exposure and a strong portfolio.