PG Diploma in Big Data Analytics Training in Pune

Data Science Professional + Deep Learning & TensorFlow + Big Data Hadoop + Spark + Scala + IoT + AWS + SQL

“Data Scientist” is one of the fastest growing, highly remunerating and intellectually stimulating jobs that has incredibly high demand. The need for Data Scientists today is almost in every industry. In India, companies are scrambling to hire data scientists. “India will face a demand-supply gap of 2,00,000 analytics professionals over the next three years. Even in the USA, only 40 out of 100 positions for Analytics professionals can be filled," said the co-founder & senior VP of Team Lease Services. There is a huge skill gap when it comes to Data Science.


Since last few years, it’s been observed that massive amounts of data are being generated and stored, because of the increasingly interconnected digital world. This flood of data is going to grow in multiple folds in future years. Connected devices – from PCs and smart phones to various sensors, RFID readers and traffic cams etc., generate such high volume of data, and they come in many formats, including text, document, image, audio, video and more. These data formats are categorized into structured, unstructured and semi-structured. Unstructured data is growing faster than structured data. And this Big Data is too large and complex for conventional data tools to capture, store and analyze. However, real value of Big Data is in the insights it produces, when analyzed – finding trends & patterns, deriving meaning, making decisions, getting predictions and ultimately responding to the world with intelligence

To launch a career in this incredible field of Big Data Analytics, one needs to possess end to end knowledge and skills i.e. Data sourcing, Data streaming, ETL process, Application of Data Science & Analytics, Prediction, Recommendation and Data Visualization.

This course caters an industry credential that has unprecedented challenges and opportunities. “Data Scientist” is one of the fastest-growing and highest paid jobs that has incredibly high demand.


By the end of this course, students will be able to work on live Big Data, Data Science & Analytics projects.

  • Understand Big Data Hadoop Ecosystem, Architecture and Frameworks
  • Hadoop Installation and Cluster Configuration
  • Hadoop Shell Commands
  • Learn SQL, NoSQL, R programming, Scala, Python for Analytics,
  • Learn MapReduce, Spark, Spark SQL
  • Understand SPARK data streaming
  • Understand different data formats
  • Understand Internet of Things (IoT) and sourcing data
  • Understand Cloud Computing concepts along with AWS (Amazon Web Services)
  • Understand Data Science and Big Data Analytics Life Cycle
  • Learn tools and techniques for data transformation and visualization.
  • Understand Descriptive and Inferential Statistical Concepts & their application.
  • Understand Data Mining techniques and their implementation.
  • Understand various Machine Learning algorithms.
  • Understand statistical model building and optimization techniques.
  • Understand how to process data to arrive at a model and how the resulting model can be applied to new data.
  • Analyze data using Machine Learning algorithms in R and scientific Python.
  • Discover patterns from data, make predictions, and communicate business insights.
  • Understand Data Visualization in Tableau
  • Understand the role of a Data Scientist.
  • Understand core concepts of Artificial Neural Networks, including modern techniques for Deep Learning.
  • Learn GPU programming and implement Deep Learning, the advanced big data analytics techniques with Google's brainchild, TensorFlow, TensorBoard.
  • Able to build Data products.
  • Unleash the power by deriving Value from Big Data.

This P.G. Diploma in Data Science and Big Data Analytics course has been designed to help meet the expanding skill set requirements for "Data Scientists". This curriculum will lay foundation in Big Data, Data Science and Analytics, and progressively introduce to core basic courses and then moving onto advanced level applications. Typical topics on an elevated level are followings;

Big Data Hadoop, Scala, Spark, Python, SQL, NoSQL, Spark Streaming, Internet of Things (IoT), Cloud Computing, Amazon Web Services (AWS), Data Science, Descriptive Analytics, Diagnostic Analytics, Predictive Analytics, Prescriptive Analytics, R Programming, Advanced Excel, Statistical Concepts & Applications, Machine Learning Algorithms, Data Visualization with Tableau, Deep Learning - Neural Networks, TensorFlow, TensorBoard, Autoencoders, Custom Metrics, Natural Language Processing [NLP], Object Recognition, and multiple Real Time Projects.

The course content is developed and taught by professional Data Scientists with extensive experience in their respective domains from leading multinational companies. Most of these professionals have completed their formal education from prestigious institutions like IIT and IIM and the like. This Curriculum is the most in-depth, technical, and comprehensive and it does not stop at the conceptual overviews, but rather provides in-depth knowledge along with hands-on practice sessions.

Following training delivery options are available for this course;

Full Time: for fresh college graduates, intending to launch their career in this field

Part Time: for working professionals, who are looking to upskill / transition their career

Should be able to demonstrate background knowledge of mathematics and statistics. Minimum understanding of programming and willingness to learn statistical concepts with mathematical aptitude are enough as pre-requisite to learn this course.

This is the most preferred course for fresh college graduates (BE/BTech/BCA/MCA/MBA/MSc-Maths/MSc-Statistics) to launch a new career in this field, and may contact us to discuss and appraise their career roadmap.

Those who are looking for Master level training Course in Data Science and Big Data Analytics in Pune like PG Diploma in Data Analytics, Diploma in Data Science, PG Diploma in Big Data Analytics, Graduate Diploma in Data Science, Business Analytics course, Data Analytics courses, Data Analytics Certification, Big Data Analytics courses, Post Graduate diploma in Business Analytics, Diploma in Data Analytics, Masters in Data Science, PG Diploma in Data Science, Masters in Data Analytics, MS in Data Science, may opt to join this course.

Earn a certificate of completion at end of the course. Additionally, get necessary support for preparation of any external data analytics certification like data scientist certification, data science certification, big data certifications etc.

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