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Data Science course video

Itvedant

Bridge the gap between formal education and practical skills, empowering you for your dream job

  • 80% Practical Training

  • Get Trained From Industry Experts

  • Instant Doubt Solving Session

  • Integrated Internship

Project Based Learning for Data Science & Analytics with AI in Pune

AI-Powered Learning in Every Session

  • Hands on experience with AI tools
  • ATS Resume & Portfolio Building
  • Mock Interviews with 1:1 Feedback
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Project-First Approach for Data Science & Analytics with AI Certification

Explore each topic in depth through interactive sessions, real-world use cases, and hands-on tools. Gain a strong understanding of concepts while building practical skills that matter in real-world roles.

Case Study
30+

Case Studies & Projects

Case Studies & projects
10+

Languages & Tools

Languages & tools
280+

Live Sessions Hours

Excel - DMart: Retail Sales Analytics Dashboard

Analyze supermarket retail data to derive insights by cleaning datasets, calculating revenue metrics, evaluating regional and product performance, and creating interactive dashboards to track business growth.
Excel Excel Excel Tables Excel Tables
PivotTables PivotTables Charts and Graphs Charts and Graphs
Data Validation Data Validation Formulas and Functions Formulas and Functions
Airtable Airtable Copilot Copilot
Skills
  • Skill Version Control using Git
  • Skill Data exploration and dataset structuring
  • Skill Data cleaning and formatting
  • Skill Business calculations and formulas
  • Skill Logical functions and error handling
  • Skill Lookup functions for data retrieval
  • Skill Conditional formatting for business insights
  • Skill PivotTables for analytical reporting
  • Skill Charts and dashboard development
  • Skill Introduction to Airtable for collaborative data management
  • Skill Understanding spreadsheet vs database-style data organization
AI AI Advantage
  • Skill AI-assisted formula generation and troubleshooting
  • Skill AI-supported data analysis and insight discovery
  • Skill AI tools for dashboard design suggestions and automation
Design and build a digital banking database to manage accounts, transactions, and branches, using SQL to analyze activity, generate reports, and detect unusual transactions for better decision-making.
SQL SQL MySQL MySQL
ChatGPT ChatGPT Copilot Copilot
WindSurf WindSurf Database Query Tools Database Query Tools
Workbench Workbench
Skills
  • Skill Database design and ER diagrams
  • Skill Table creation and constraints
  • Skill Primary and foreign key relationships
  • Skill Data insertion and management
  • Skill SQL queries and filtering
  • Skill Aggregations and financial reporting
  • Skill Table joins for transaction analysis
  • Skill Window functions and ranking analysis
  • Skill Subqueries and advanced SQL analytics
AI AI Advantage
  • Skill AI-assisted SQL query generation
  • Skill AI-based query optimization suggestions
  • Skill AI support for debugging complex database queries
Analyze global population data to identify demographic patterns, transform datasets, establish relationships, and create dashboards that visualize growth and regional distribution trends.
Power BI Power BI
Data Modeling Tools Data Modeling Tools
Power Query Power Query
Data Visualization Tools Data Visualization Tools
Skills
  • Skill Data import and cleaning using Power Query
  • Skill Data transformation and preparation
  • Skill Data modeling and relationships
  • Skill Population trend analysis
  • Skill Interactive charts and dashboards
AI AI Advantage
  • Skill AI visuals for automated insights
  • Skill AI-generated trend interpretation
  • Skill Smart narrative generation in dashboards
Analyze Airbnb data to uncover pricing, availability, and location trends by cleaning datasets, exploring key relationships, and building a Tableau dashboard to identify profitable locations and popular property types.
Tableau Tableau Data Cleaning in Tableau Data Cleaning in Tableau
Data Visualization Tools Data Visualization Tools CSV / Excel Dataset CSV / Excel Dataset
AI Tools (ChatGPT / Copilot) AI Tools (ChatGPT / Copilot)
Skills
  • Skill Importing datasets into Tableau
  • Skill Understanding dimensions and measures
  • Skill Data cleaning and preparation
  • Skill Creating calculated fields
  • Skill Filtering and sorting data
  • Skill Price and availability analysis
  • Skill Location-based demand analysis
  • Skill Property type comparison
  • Skill Creating interactive charts and dashboards
  • Skill Dashboard actions and filters
AI AI Advantage
  • Skill AI support for selecting suitable visualizations
  • Skill AI-assisted dataset understanding & data cleaning
  • Skill AI-assisted interpretation of dashboard trends & patterns
Build a railway reservation system to check train details, seat availability, ticket status, and bookings, evolving from basic Python programs to a structured app with web scraping for data extraction.
Python Python BeautifulSoup BeautifulSoup
Jupyter Notebook / Python IDE Jupyter Notebook / Python IDE Regular Expressions (Regex) Regular Expressions (Regex)
AI Tools (ChatGPT / Copilot / Windsurf) AI Tools (ChatGPT / Copilot / Windsurf)
Skills
  • Skill Python programming fundamentals
  • Skill Variables, data types, and operators
  • Skill Conditional statements and loops
  • Skill Data structures (lists and dictionaries)
  • Skill Functions and modular programming
  • Skill Object-Oriented Programming
  • Skill File handling and exception handling
  • Skill Web scraping and data extraction
AI AI Advantage
  • Skill AI-assisted code generation
  • Skill AI debugging and optimization support
  • Skill AI suggestions for automation logic
Analyze retail sales data to evaluate product performance, customer behavior, and regional trends, using cleaning, statistical analysis, and visualization to drive data-based decisions.
Python Python NumPy NumPy
Pandas Pandas Matplotlib Matplotlib
Jupyter Notebook Jupyter Notebook Python IDE Python IDE
Copilot Copilot WindSurf WindSurf
Seaborn Seaborn
ChatGPT ChatGPT
Skills
  • Skill Data exploration and analytics fundamentals
  • Skill Data cleaning and preprocessing using Pandas
  • Skill Statistical analysis and descriptive metrics
  • Skill Outlier detection and distribution analysis
  • Skill Category-wise sales analysis
  • Skill Trend analysis using pivot tables
  • Skill Data visualization techniques
  • Skill Correlation and relationship analysis
AI AI Advantage
  • Skill AI-assisted data exploration and insights
  • Skill AI support for visualization recommendations
  • Skill AI-generated analytical summaries
Build an end-to-end machine learning platform integrating models for price prediction, churn detection, and segmentation, experiencing the full workflow from data preparation to insight generation for business decisions.
Python Python Pandas Pandas
Jupyter Notebook Jupyter Notebook Copilot Copilot
NumPy NumPy Matplotlib Matplotlib
Python IDE Python IDE WindSurf WindSurf
Scikit-learn Scikit-learn
Seaborn Seaborn
ChatGPT ChatGPT
Skills
  • Skill Data preprocessing and feature engineering
  • Skill Regression modeling for price prediction
  • Skill Classification modeling for churn prediction
  • Skill Clustering techniques for customer segmentation
  • Skill Visualization of machine learning insights
  • Skill Machine learning workflow and problem formulation
  • Skill Model evaluation using performance metrics
  • Skill Model comparison and interpretation
AI AI Advantage
  • Skill AI-assisted feature engineering and dataset preparation
  • Skill AI support for model selection and hyperparameter tuning
  • Skill AI-generated insights from regression, classification, and clustering results
  • Skill AI assistance for model debugging, evaluation, and interpretation
  • Skill AI-generated customer insights
  • Skill AI recommendations for marketing strategies

Key Highlights in Data Science & Analytics With AI Course in Pune

Every Feature Empowers the Career You’ve Always Wanted

Job Assistance

Pan India Placements

Practical Training

80% Practical Training

Global Certifications

Industry Recognized Certifications

Weekday Weekend Batches

Integrated Internship

Personalized Career Coach

Personalised Career Coach

1:1 Doubt Resolution Support

1:1 Doubt Resolution Support

Study App/Material

Alumni Network

Case studies

Multi-Industry Interview Preparation

Profile Building Session

Profile Building Session

Itvedant’s Data Science & Analytics with AI course is known for its industry-relevant training, led by expert mentors and powered by AI Tools. Our learners build strong foundations by working hands-on with the very platforms used in modern data teams.

Tools & Technologies You’ll Master in Data Science & Analytics with AI Course

Excel Jupyter Keras Matplotlib Mysql NLTK Numpy Opencv Powerbi Python Tableau Tensorflow Tesseract

Globally Recognized Certifications

Itvedant Certificate

Master Certification in Data Science & Analytics with AI

Our Master Data Science & Analytics with AI Certification Course along with a broad knowledge of Analytics and AI prepares you for the heavyweight title– Data Scientist. However, it does not end here, along with the Master Data Science & Analytics with AI Certification, you shall be given a 15-course module completion certificate at every check-point clearance if you effectively meet the Itvedant® Assessment Standards. And yes, did you know you can easily clear the Microsoft Certification Exam with our guidance? Inquire Now to know more about our Data Science & Analytics with AI Certification Course.

Itvedant Certificate - Masters in Data Science with AI
IBM Certificate

Industry Recognized IBM Certification

About our IBM Certification: The Masters in Data Science & Analytics with AI curriculum is made up of three modules, namely- Python for Data Science & Analytics with AI, Machine Learning with Python, and Deep Learning with Tensorflow that will teach you the most upgraded job-ready technologies and skills, such as open source tools and libraries, Python, Databases, SQL, Data Visualization, Data Analysis , Statistical Analysis, Predictive Modelling, etc. You’ll learn Data Science & Analytics with AI by doing it on the IBM Cloud with the actual tools and real-world data sets. After successfully completing these courses, you will have a portfolio of Data Science & Analytics with AI Projects that will give you the confidence to pursue an interesting career in Data Science & Analytics with AI.

Microsoft Certificate - Masters in Data Science with AI
NSDC Certificate

Industry Recognized NSDC Certification

The NSDC (National Skill Development Corporation) certificate holds significant value in today's competitive job market and skill development landscape. It serves as a recognized validation of an individual's proficiency along with your Master Data Science & Analytics with AI Certification. Obtaining an NSDC certificate demonstrates a commitment to continuous learning and skills enhancement. Beyond its utility in the job market, an NSDC certificate is a testament to an individual's dedication to personal growth and development, promoting a sense of accomplishment and self-confidence.

NSDC Certification

You’re Just A Few Steps Closer To Getting Your Data Science & Analytics with AI Certification

01 Career Advice

Follow 3A

Our structured learning model focuses on Attendance, Assignment & Assessment, encouraging consistency and helping you achieve a success score.

Start with

02 Enrollment

Industry-Specific Skills

Gain hands-on expertise with tools and technologies tailored to high-demand roles in data, development, cloud, testing and marketing.

03 Follow 3A

Profile Building

Get expert guidance on resume creation, LinkedIn, and web portfolio development to confidently present your skills to employers.

04 Projects

Exam

Clear the final evaluation exam designed to test your technical understanding and practical readiness to conquer real-world challenges.

05 Interviews

Global Certification

Earn globally recognized certifications that validate your expertise and enhance your professional credibility across industries.

06 Job

Integrated Internship

Apply your knowledge in real projects and case studies through an internship that prepares you to understand workplace challenges and build credibility.

Happy Ending

Here’s How Our Course Will Help You Get Your Dream Job

01 Career Advice Career Advice

Follow 3A

Our structured learning model focuses on Attendance, Assignment & Assessment, encouraging consistency and helping you achieve a success score.

02 Enrollment Enrollment

Industry-Specific Skills

Gain hands-on expertise with tools and technologies tailored to high-demand roles in data, development, cloud, testing and marketing.

03 Follow 3A Follow 3A

Profile Building

Get expert guidance on resume creation, LinkedIn, and web portfolio development to confidently present your skills to employers.

04 Projects Projects

Exam

Clear the final evaluation exam designed to test your technical understanding and practical readiness to conquer real-world challenges.

05 Interviews Interviews

Global Certification

Earn globally recognized certifications that validate your expertise and enhance your professional credibility across industries.

06 Job Interviews

Integrated Internship

Apply your knowledge in real projects and case studies through an internship that prepares you to understand workplace challenges and build credibility.

Personal Coach
Get Personalized 1:1 Guidance from Industry Mentors

What Our Learners Say About Their Journey with Itvedant

Learn Directly from Industry Experts

Manish Jha

Manish Jha

Ex - Deloitte

Proficient At

Machine Learning Generative AI Data Analytics
Aman Pathak

Aman Pathak

Ex - Siemens

Proficient At

Machine Learning Models Data Systems Microsoft Azure
Deep Bhatt

Deep Bhatt

Sr. Data Scientist Hansa

Alumni

IIM

Proficient At

Data Science Natural Language Processing Machine Learning

Get All Course Access On Your Wingz Portal

  • Live Corporate
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  • Every Lecture is Just A Replay Away Every Lecture Is Just
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Get Industry-Ready with Itvedant

  • Enroll for 1 Course & Get Access to All Courses.
  • In-depth curriculum with only 20 Seats Per Batch.
  • Integrated Internship & Industry Recognized Certifications
  • Practice on HackerRank & LeetCode
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Integrated Internship

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Meet The Experts of our IT Training Institute

Charudatta Ekbote Itvedant Trainer
Mr. Yashwardhan Singh

Mr. Yashwardhan Singh

Yashwardhan Sir is a certified trainer, having more than 7+ years of experience in Core & Advance Java

Mamta Boga Itvedant Trainer
Mr. Darshan Rava

Mr. Darshan Rava

Darshan Sir is a certified trainer, having more than 10+ years of experience in the field of AWS

Prachi Sadavarte Itvedant Trainer
Mr. Prem Jejurkar

Mr. Prem Jejurkar

Prem Sir is a certified trainer, having more than 10+ years of experience in the field of Python, ML & R programming

Neelam Itvedant Trainer
Mr. Punit Kanojia

Mr. Punit Kanojia

Punit Sir is a certified trainer, having more than 10+ years of experience in the field of Web Development

Rasika Kulkarni Itvedant Trainer
Ms. Karuna Seby

Ms. Karuna Seby

Karuna Ma’am is a certified trainer, having more than 5+ years of experience in the field of web development

Meet The Experts of our IT Training Institute

Charudatta Ekbote Itvedant Trainer

Mr. Yashwardhan Singh

Mamta Boga Itvedant Trainer

Mr. Darshan Rava

Prachi Sadavarte Itvedant Trainer

Mr. Prem Jejurkar

Neelam Itvedant Trainer

Mr. Punit Kanojia

Rasika Kulkarni Itvedant Trainer

Ms. Karuna Seby

Step Into Your First Job With India's Largest Placement Team

2Nfinity Drive

2Nfinity Drive

Andheri Branch
Axio Virtual Drive

Axio Virtual Drive

Bengaluru Branch

Explore Itvedant Branches


Address:

2nd Floor, Ishaan Arcade-1, Opposite Gaondevi Mandir, Above Canara bank, Gokhale Road,Landmark: 3 Buildings after McDonalds, Thane (West) 400602

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Address:

1st Floor Bina Apartments,Beside Ganpati Mandir,Opposite Arasa Hotel, Near Andheri Metro Station, Andheri (East), Mumbai 400069

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Address:

1st Floor, Bhandarkar Bhavan, S.V. Road Court Lanes, Near Police Station, Opp. Borivali Railway Station, Borivali West, Mumbai, Maharashtra 400092

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3rd Floor, Abha Building,Valipeer Road, Above Kotak Bank ATM,Opp. Kalyan Railway Station Reservation Counter,Bhanunagar, Bhoiwada,Kalyan - West, Maharashtra 421301

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502, 5th Floor Sunshine Plaza,MMGS Marg Gautam nagar, Dadar East,Mumbai, Maharashtra 400014.

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8th Floor, Real Tech Park, 39/2, Bhagwan Mahaveer Rd, Sector 30A, Vashi, Navi Mumbai, Maharashtra 400703

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2nd Floor, Sai complex, Office No. 3, F.C Road, Opp. Roopali Hotel, Pune, Maharashtra, 411004

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22-B, 1st Floor, Rainbow Plaza,Above Axis Bank, Kokane Chowk,Wakad-Nashik Phata BRTS Road, Pimpri-Chinchwad,Rahatani, Pune 411 027

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2nd Floor - Bhagirathi Square Building,Katraj Chowk, Above Reliance Digital & Jeevandhara Hospital, PUNE - 411046

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2nd floor, Nipane Bhavan, Opp. Batukbhai Sons Jewellers, West High Court Road, Dharampeth, Nagpur, Maharashtra 440 010

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1st Floor, Office No: 205, 206, Cuboid Business Centre, College Rd, near HPT College, above Durga Cafe, Krishi Nagar, Nashik, Maharashtra 422005

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Address:

301, 3rd Floor, Junction 406 Building Takka Road, Railway Station, above SBI & Canara Bank, near Neelsiddhi Centrio, Old Panvel, West, Navi Mumbai, Maharashtra 410206

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2nd Floor, New Khokhani Bhavan Navghar, Vasai Rd W, opp. Tungareshwar Sweets, near Vasai Railway Station Road, West, Vasai-Virar, Maharashtra 401202

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No.8, 2nd Floor, Outer Ring Road, 1st Phase, BTM Layout 2nd Stage, Bengaluru, Karnataka 560076

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2nd Floor LKS Plaza, Old no.6, New no.129/3, A.C Block, 2nd Avenue, Anna Nagar, Chennai, Tamil Nadu 600040

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304, 3rd Floor, Fortune Signature, Above Pista House, Nizampet X Road, Kukatpally, Opp. JNTU Metro Station, Hyderabad, Telangana 500085

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1st Floor, Mohini Mansion, 1, Naval Kishore Rd, above Baby Hug Showroom, near Cathedral School, Hazratganj, Lucknow, Uttar Pradesh 226001

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Itvedant, E-13, Second Floor, Beside Manav Medicare Center, South Extension Part-1, New Delhi - 110049

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303 /3rd floor, Iscon Avenue, Chimanlal Girdharlal Rd, Opp. Choice Restaurant, Above Kundanlal Jewellers, Navrangpura, Ahmedabad - 380009, Gujarat

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Frequently Asked Questions Data Science & Analytics With AI Course

itvedant faq
01

Where can I attend data science classes near FC Road in Pune?

Itvedant offers classroom training at its FC Road centre, on the 2nd floor of Sai Complex, opposite Roopali Hotel, Pune 411004. Learners studying or living around Deccan, Fergusson College Road, and nearby areas can enquire about training at this location. Before visiting, confirm the latest batch schedule, classroom availability, and admission timings with the centre.

02

What should I check before choosing the best data science course in Pune?

Compare courses based on syllabus, practical training, projects, trainer support, certifications, and placement assistance. Itvedant's six-month Data Science & Analytics with AI program includes 280+ session hours and 30+ case studies and projects. These features help learners build technical skills beyond theory. Review the complete data science curriculum before deciding whether the course meets your career goals.

03

Can final-year college students in Pune start learning data science?

Final-year students can begin learning Excel, Python, SQL, and statistics while preparing for graduation. However, Itvedant's published admission requirement is a bachelor's degree or higher, so students who have not yet graduated should confirm their eligibility with the admissions team. Starting with the fundamentals can help you understand whether data analytics or a broader data science career suits your interests.

04

Is a 6 months data science course enough to develop practical skills?

6 months can provide a structured foundation if learners attend sessions regularly and complete assignments. Itvedant's program covers Excel, SQL, Python, data visualisation, machine learning, and AI through practical training. Your progress will depend on the time you spend practising and improving your projects. Completing the course does not automatically mean you are ready for every advanced data science role.

05

Which data science skills are useful for jobs in Pune's IT industry?

Python, SQL, statistics, data cleaning, and dashboard development are useful skills for many data-related roles. Power BI and Tableau help present business information, while machine learning introduces predictive analysis. Learners interested in Pune's IT employment market should also practise explaining their projects clearly. Employers may assess problem-solving ability and practical knowledge alongside technical qualifications.

06

Does data science training with AI in Pune include generative AI tools?

Yes, Itvedant's curriculum includes generative AI alongside traditional data science topics. Learners are introduced to tools such as ChatGPT and Microsoft Copilot for activities including coding support, debugging, and analysing information. These tools can assist learning, but understanding the underlying concepts remains important. Students should be able to review AI-generated outputs and explain the methods used in their work.

07

What projects can I add to my portfolio after data analytics training in Pune?

Learners can build portfolio examples based on data cleaning, business reporting, dashboard development, and machine learning. Itvedant's published curriculum includes projects such as retail sales analytics and predictive business applications. A useful portfolio should explain the problem, the dataset, the tools used, and the results. This helps employers understand your practical contribution rather than only seeing a list of technologies.

08

Can a mechanical, civil, or electrical engineer switch to data science in Pune?

Yes, engineering graduates from different disciplines can explore a career transition into data science. Their existing problem-solving and mathematical knowledge can support the learning process, although programming and data analysis may be new. Itvedant introduces Python, SQL, analytical tools, and machine learning through a structured curriculum. Career changers should focus on building projects relevant to the roles they want to pursue.

09

What are the data science course fees in Pune, and are instalments available?

The exact fee for Itvedant's Pune course should be confirmed with its admissions team because a current approved amount is not clearly published in the reviewed information. Ask for a written breakdown covering tuition, projects, internship arrangements, assessments, certifications, and instalment options. You can use the Itvedant contact page to request the latest fee details before making a payment.

10

Does a data science course with placement in Pune guarantee a job?

Placement assistance and a guaranteed job offer are not the same thing. Itvedant provides resume guidance, interview preparation, profile building, and access to opportunities through its placement network. The organisation advertises 5,000+ hiring companies, but these are institute-wide figures rather than Pune-specific hiring numbers. Actual placement depends on your skills, interview results, eligibility, and available positions.

11

Which is better for a beginner in Pune: data analytics or machine learning training?

Data analytics is generally a practical starting point because it introduces data cleaning, reporting, SQL, and visualisation. Machine learning requires a stronger understanding of programming, statistics, and data preparation. Itvedant's Data Science & Analytics with AI program combines both areas, allowing learners to develop analytical foundations before progressing to predictive models. Your preferred career role should guide how deeply you study each topic.

12

Can working professionals in Pune attend weekend data science training?

Itvedant advertises weekday and weekend batch options for its data science program. Working professionals should confirm which schedules are currently available at the FC Road centre, as timings can change between batches. Also ask how attendance, assignments, and missed lectures are managed. A suitable schedule is one that allows you to attend consistently and practise between sessions.

13

Should I choose the FC Road, Pimpri-Chinchwad, or Katraj centre for training?

Choose the centre that best suits your home or workplace and preferred class schedule. Itvedant lists centres on FC Road in Pimpri-Chinchwad and in Katraj. Learners can compare the Pimpri-Chinchwad course page with the Pune branch before deciding. Check current batch availability at each centre instead of assuming that every location follows the same timetable.

14

What salary can a fresher expect after completing data science training in Pune?

Itvedant publishes an institute-wide average fresher salary range of ₹2.5–4.5 LPA and a highest salary offered of ₹19.5 LPA. These figures are not guaranteed outcomes for Pune students. Actual salaries depend on the employer, job role, technical skills, qualifications, and interview performance. Learners should compare entry-level opportunities realistically and continue improving their project portfolios.

15

Does the data science certification course in Pune include internship experience?

Itvedant advertises an integrated internship as part of its Data Science & Analytics with AI program. This is intended to help learners apply their skills through practical activities and project work. Before admission, confirm how the internship operates, its duration, whether additional eligibility conditions apply, and what learners must submit. Also ask about the certification and assessment requirements linked to successful course completion.

16

How can I book a counselling session for the next data science batch in Pune?

You can begin by reviewing the syllabus and preparing questions about eligibility, fees, batch timings, projects, and placement assistance. Then contact the admissions team to confirm the next available FC Road classroom batch. A counselling session can also help you understand whether the course matches your educational background and career plans. Submit your enquiry through Itvedant's contact page.

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