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CDSP - Certified Data Science Program

BASIC INFORMATION

  • Level : Intermediate
  • Mode : Online
  • Eligibility : Graduate
  • Duration : 7 months
  • Location : Mumbai
  • Start Date : TBA

Course Description

Data Science course helps you gain expertise in Machine Learning Algorithms like K-Means Clustering, Decision Trees, Naive Bayes using R. You’ll learn the concepts of Statistics, Time Series, Text Mining and get introduction to Deep Learning. You’ll solve real life case studies on live finance & financial markets topics.

Our world runs on Big Data. From business decisions, to improving healthcare, Big Data has touched every aspect of human life, making it one of the most valuable tech skills to master today! There is an unparalleled demand for professionals who can work with Big Data. This program will help you to take advantage of opportunities in big data learning tools & live trading, Hadoop, etc.

To know more

Objective of the Course

  • Create and interpret statistical summaries and data visualizations that support understanding and guide decision making.
  • Use data and key performance indicators to build a dashboard that uses visuals to improve your understanding of complex business situations
  • Formulate a business question as a scientific hypothesis that can be tested using statistical methods
  • Create and validate regression models that can be used to determine the effect of attributes on a decision and predict likely outcomes
  • Use data to describe and reduce uncertainty in decision making

Course Syllabus

    Big Data & Hadoop
  • Spark and Scala
  • Pig, Hive, Hbase
  • Hadoop Eco-system
  • HDFS, YARN, MapReduce

  • Business Analytics
  • Decision Trees
  • Data & Basic Statistics
  • Linear & Logistic Regression
  • Time Series Modelling - ARIMA

  • R Integration with Hadoop
  • Apache R
  • Apache hive
  • Problem solving statements
    Data Visualization
  • Using Multiple Data Source
  • Using Calculations in Tableau
  • Working with Single Data Sources
  • Data Visualization Process & Design

  • Machine Learning
  • Deep Learning
  • Ridge and LASSO Regression
  • Count and Survivor Analytics
  • Advanced Analytics using AI APIs

  • R Case Study
  • Churn Analytics
  • E-mail Optimization
  • Industry Case Study
  • Cross Sell & Market Mix Model
  • Predictive CLV & Sentiment Analyses

Partner / University

BSE Institute Limited (BIL) is a wholly owned subsidiary of BSE Ltd. BIL inherits from BSE the knowledge and insights into the capital markets industry, garnered over the past 146 years. BSE Institute Limited offers a bouquet of courses related to financial markets for students interested in achieving and upgrading their skills in this field, ranging from Master’s program from Mumbai University, International PG programs and more than 100 plus short term certification courses in classroom & online mode. BIL is also involved in some special initiatives like BFSI Sector Skill Council of India, BSEVarsity.com and Zone Startups. BSE Institute Limited was assessed and certified with ISO 9001:2008.

www.bsebti.com
mumbai University

Key Takeaways

  • Data Driven Storytelling - create Visualizations that make sense and weave them into compelling, action-inspiring stories.
  • Statistical Thinking for Data Science and Analytics - Learn how statistics plays a central role in the data science approach.
  • Learn Machine Learning and apply it to build powerful Movie Recommendation Engine.
  • Apply your newly acquired skills in Python to perform Social Network Analysis.
  • Apply your skills in Data Analysis and Visualisation using R to global Malnutrition data and understand the correlation of different parameters.
  • Use Deep Learning to build a Autocomplete Feature Project using RoBERTa NLP.

Program Highlights

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300+ world class practitioners
as faculty members

Our trainers and coaches are experts in their fields of study, with intensive knowledge
and industry experience that guide
their teaching methodologies.


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Cutting edge curriculum

Each course is designed by industry-experts aligned to market demand.


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Learning Design

Learn what is necessary, experiential
and hands on.


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Globally recognized

Certifications recognized not just in
India but globally.


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Gateway to International opportunities

Build your learning credentials and use them for pathways to International Universities.


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Iconic Campus

Iconic building and a place to meet merchant bankers regulators, market gurus to expand your network.


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