6 Month Certificate Programme in Big Data
₹80,000.00
This 6-month Big Data course will make you a pro in Big Data as you get to deep dive into advanced concepts such as Machine Learning with Spark and Big Data integration & processing while learning and practicing the major Big Data technologies like Hadoop, Spark, Sqoop, Flume, Kafka, Splunk and NoSQL databases such as MongoDB & HBase.
COURSE FEATURES
Pre-requisites
- Basic understanding of programming
- Inclination to work in the technical domain
Get trained by Big Data & Data Science practitioners
A typical instructor at UpX Academy comes from a high pedigree school (IIMs, ISB, IITs) and brings with him several years of experience to deliver to the students the best-in-class learning experience! They are Big Data & Analytics practitioners who have worked in marquee companies like Flipkart, HP, Genpact and Wipro. Their goal is to give students a real-world perspective on Big Data and Data Science.
You can register for one of our free events to interact with our faculty or also attend a trial class.
Certification from Tech Mahindra
The certification provided at the end of the program is from IT major- Tech Mahindra. The industry recognized certification along with the projects you’ve worked on with us, will help you in standing out!
Projects with Real-World Data-Sets
Each student will undertake projects from real-world data-sets from companies such as Amazon, Twitter, Walmart, Stack Overflow, and other premier organizations. Working on these data-sets will help students cement what they have studied in class.
Interact with Industry Experts
Industry immersion sessions enable students to interact with Big Data Analytics practitioners from top companies like Twitter, Facebook, Vodafone, Barclays, PwC, Zomato, etc. to make them understand how their organizations use Big Data & Data Science.
Click here to view one such session taken by Sandeep Tompala- Senior Manager- Data Consulting, Vodafone.
Dedicated Student Support
We provide personal assistance and technical support to our students beyond class hours. Our student support team consists of experienced research associates with vast technical knowledge in Data Science and Big Data. They help the students in solving their course-related queries & guiding them through projects.
Case-Based Learning
After every session, each concept is illustrated with its application in the real-world. Students get to understand the application of theory via case-studies like movie rating case study, titanic survival prediction data-set, IPL cricket data analysis and many more.
Practice Hands-On
Hands-on exercises make students practice the respective programming languages Python etc. simultaneously as the instructor teaches. For example if the concept taught is Linear Regression, then students have access to all the respective files that the instructor is working on and they also get to work on the same.
Group Learning
Students are divided into study groups of 8-10 where students from the same cities are put in the same group. This enables them to solve problems in teams, just like the way it works in the real world. After all, Data Scientists often work on projects in a team. We also have discussion forums, where students can post their queries and have discussions with the other enrolled students.
Complete Study Material
We provide our students with a host of materials all throughout the course. Before each class, many pre-reads, videos and installation guides are given to make the student well-equipped for the class. After every session, assignments are given to test how effectively they have understood the concepts taught. Apart from this, students also get access to the class recordings, a host of knowledge repositories, cheat sheets, PowerPoint presentations, and solutions to frequently asked queries.
Course Details
- Next Batch Start Date: 14th April
- Class Timing: Weekend: Sat, Sun(11 am - 01 pm), Fast track: Tue, Thurs ( 9 pm - 11 pm ) & Sat, Sun (11 am - 1 pm) IST
- Mode: Online
- Duration: 24 Weeks
- Certification of Completion: Yes
- Certification: Yes, Subject to clearance of exam
- Share:
3 CORE MODULES & 2 ELECTIVE MODULES 0/5
- 1. Hadoop – Core Module
- 2. Spark – Core Module
- 3. Big Data Integration & Processing – Core Module
- 4. MongoDB,Hbase,Sqoop & Flume – Elective Module
- 5. Machine Learning with Spark -Elective Module
6 Month Big Data Certification Program 0/43
- 1. Introduction to Big Data
- 2. Python Essentials – I
- 3. Python Essentials – II
- 4. Introduction to Hadoop
- 5. Hadoop Architecture & Ecosystem
- 6. Hadoop Distributed File System(HDFS)
- 7. Introduction to Map Reduce
- 8. MapReduce Programming with Python
- 9. YARN and MRv2
- 10. Apache Pig
- 11. Apache Hive
- 12. Scala programming -1
- 13. Scala programming -2
- 14. Introduction to Apache Spark (Architecture)
- 15. RDD, Transformations, Actions and Spark Programming
- 16. Spark SQL
- 17. Spark Streaming with Apache Kafka.
- 18. Machine Learning with Spark (MLLib)
- 19. Intro to NoSQL Databases & MongoDB
- 20. MongoDB Deep dive
- 21. Apache Hbase
- 22. Sqoop
- 23. Flume
- 24. Data lakes
- 25. Introduction to Machine learning
- 26. Statistics
- 27. Overview of Machine Learning algorithms
- 28. Spark MLlib datatypes
- 29. Classification
- 30. Linear regression, Logistic regression
- 31. Spark MLlib Decision tree
- 32. Spark MLlib KNN classification
- 33. Spark Clustering
- 34. Data lakes
- 35. Processing big data
- 36. Integration of Hadoop with MongoDB
- 37. Integration of Spark with MongoDB
- 38. Apache Kafka
- 39. Integration of Kafka with Spark
- 40. Splunk and Big data management
- 41. Big data processing using Splunk
- 42. Big data processing pipelines
- 43. Live Practice session
Where & When do the classes take place?
All the courses are instructor-led and take place online. The online interface lets you and the faculty have a two-way interaction. It’s as good as sitting in a physical classroom.
All classes take place over the weekends in the mornings. There’ll be one class of 2 to 2.5 hours on Saturdays and Sundays each. This means that you can now acquire in-demand skills without compromising on your schedule.
Can I watch the recordings of the trial sessions before enrolling?
Yes, the recordings of the trial classes are uploaded. Click here to watch a demo class.
What’s the benefit of taking online instructor-led courses?
In physical classrooms, students generally feel hesitant to ask questions. If you miss any class or didn’t understand some concepts, you can’t go through the class again. However, in online courses, it’s possible to do that. We share the recordings of all our classes after each class with the student. Also, there’s no hassle of long distance commuting and disrupting your schedule.
What kind of projects will I be working on?
We believe that unless you implement the concepts studied in the classes, you are unable to join the dots and hence can’t see the entire picture. Our capstone rojects let you apply the learned concepts to real-world data sets. You’ll be working on real-time data-sets (which can run in 100s of MBs or possibly in GBs!) which you get to choose from a variety of domains such as retail, finance, social media, healthcare, etc. These data-sets have been curated from top sources such as World Bank, US Health Department, Carnegie Mellon, Stanford and many more.
Where & how will I practice?
You’ll get access to our virtual computing lab through the login credentials provided to you. The virtual machines will enable you to work on “Big Data” sets for your projects and practice hands-on too.
Do I get a certificate of completion or certification?
We provide certification of completion to students who attend at least 70% of the classes. After the course ends, we conduct a certification exam that evaluates them on the skills they have learnt. Certification from Tech Mahindra is provided to only those who clear the exam. The exam is purely case-based and not even a single theory question is asked.
Do you provide career assistance?
We provide career workshops and industry immersion sessions to help you become ready for roles you are aspiring for. We also help you in resume review and interview preparation. If you diligently follow our advice, you should start getting interview calls as soon as you finish the course.
Who is the target audience?
Tech professionals with some programming background who have a flair for problem-solving & making data-driven decisions.
₹80,000.00
