Data cleansing is the process of identifying and correcting errors in a data set, such as a table or record. This includes deduplicating data, dealing with missing values, cleaning up formatting errors and validating towards expected data types. Mini-Challenge 2: Data cleaning (text standardization, outlier correction and consistent format across datasets). It’s vital because bad data begets poor results and bad business. Know more- Data Analytics Classes in Pune Data Analytics Course in Pune

Why Choose Us? Why should you choose an IT education centre? This program is listed based on the following compelling reasons: *Our training programme was created expressly to equip you with the specific skills and knowledge you need for a job: building scalable pipelines and working with real data sets.

Projects Hand-On & Real-world Applications: you will not just learn theory but put it into practice.

Flexible Learning Modes: Since the institute has classroom branches in Pune, and many other cities, in addition to online learning, you can choose what fits your schedule.

The institute also provides strong career support: In terms of resume-building, interview coaching, or being connected to companies, Iteducation centre helps you with everything.

Iteducation centre also offers a wide range of related courses: If you wish to expand beyond data engineering in their ecosystem, e.g. analytics, machine learning, full-stack, etc.

Recognition & indicated industry tie-ups, for instance, the home page lists major-company-naming where alumni went. Peer Feedback: Student reviews have indicated solid instructional quality and curriculum relevance. Without being a match made in heaven, the positives are clear.

Placement Support It is recognised that earning potential is above average, though close to 90% of reviews mention Placement support is one of this institute’s key offerings and, judging by the ratings for this course, one of the major selling points of this institute.

100% placement assistance.

Services like resume building, interview preparation, job assist, and career guidance. -

Internship opportunity and hiring partners accessibility. -

Considering services after completion of a course such as alumni networking, material updating, and mock taking interviews.

They have listed company tie-ups and collaborations controlled (on their homepage:趣 milware,. Accessed 18 May. 2021)

What We Offer: Real-world experience through hands-on Projects. Training on real-world applications (tools + technologies) in data engineering domain. Ecurriculum explicitly designed to make students “job-ready.” Pocket-friendly learning mode. Student flexibility w.r.t learning modes or schedules.

Trainer Profile With over a decade’s experience in the real-world as well as academic, I have a Master’s degree in technology and have trained over 2,000 professionals/students in core programming, SQL, Spark, and real-time pipeline development. At Iteducation centre he delivers hands-on sessions designed for immediate workplace readiness

Reviews

Reviews speak volumes—and Iteducation centre has received significant positive feedback. According to Trustindex: “trusted by over 2,991 happy customers, earning a 4.9-star rating!” Trustindex On Trustpilot: Rating 4.0 out of 5 based on 5 reviews (some dated) with strong commendations for trainers and practical learning. trustpilot.com On Justdial: 4,939 reviews for their Pune centre with many stating “good environment”, “expert faculty”, “placement support”. Justdial

Social Media Profiles Facebook: The institute uses Facebook for course announcements, student testimonials and live webinars. E.g., a FB post : "Learn Python, SQL, Power BI, Tableau" &namely provided as Data Engineering/analytics & others

Instagram: They post reels with "New Weekend Batch Alert", "training with real-world labs, expert-led sessions, placement support" etc.

LinkedIn: The company page shows details about the institute, the services, and hiring partners.

Youtube: They reference YouTube in their "Stay Connected" list.

4.9★ Excellence at Your Fingertips – Students Love Our GMB Rating! An outstanding 4.9★ Google My Business rating and 1000+ glowing reviews – that’s what we consistently get from students who’ve walked through our doors. What they have to say about our committed faculty, hands-on training, and strong placement support validates our commitment to an ecosystem that gives only when you give it your best!

At Iteducation centre Institute – Pune, learners point to real-world projects and personalised mentoring as definite game-changers. Many review comments emphasise how the curriculum helped them build confidence in data-engineering tools, secure job interviews, and gain meaningful skills aligned with today’s industry demands. One review says: “The instructor’s real-world examples helped me understand how to apply tools”—a sentiment echoed by others.

Location & Contact You can visit the institute at: Iteducation centre Training Institute Address- 3rd Floor, Renuka Complex, D-0, Jangali Maharaj Rd, opp. MC Donalds, Shivajinagar, Pune, Maharashtra 411004 Phone for course enquiry: 02048553007