Data Science and Machine Learning in R and Python
Earn Postgraduate Certification in Data Science & Machine Learning from India’s top business schools MDI M on successfully completion of all assessments. Open opportunities into the most demanding jobs as Data Scientist, Data
Analytics, Business Analytics, Data Engineering, and many high paid salary jobs.
DASCA – DATA SCIECNE COUNCIL OF AMERICA (ABDA)
ABDA (Associate Big Data Analyst) Certificate is optional add on in the program as participants fresh to the Data Science domain can appear for ABDA certification exam to earn globally recognized and accredited certification.
DASCA – DATA SCIECNE COUNCIL OF AMERICA (SDS)
SDA (Senior Data Scientist) The SDS™️ by the Data Science Council of America (DASCA) adds speed to your journey of turning a Data Scientist. SDS™️ is the world's most powerful neutral certification for accomplished data science and
analytics professionals now looking out for the more challenging and bigger-impact roles of data scientists and data architects. Besides proving best your proficiency, potential, and promise for handling the onerous responsibilities of
a data scientist, SDS™️ also paves way for you to PDS™️, the top-most international qualification for data scientist’s world over.
Fundamental Data Analytics & Data Science ,DIKW Hierarchy, Wisdom Hierarchy, Knowledge Hierarchy
Quantitative and Qualitative Data, Physical Data Structure, Logical Data Structure, Data Science – Symbolic Representation.
Data Encoding Processing.
Data Interpretation Processing.
Sensor Data Processing,Sensor Data Handling. , Data Pre-Processing
Data Cleaning, Data integration, Data Reduction, Data Transformation Integration of Different Data Sources. Heterogeneity & Distributed Nature.
Data Sensor – Right set of Data. Analog to Digital Conversion
Time & Frequency Domain Analysis ,Sampling theorem.
Aliasing Process. Data Selection & Cleaning. Edge Analytics
Extracting Sense from Data Process. , Data Visualization & Techniques,Data Correlation & Regression Modeling, Probability Distribution process.
Machine Learning (AI),Tableau Tool for Data Visualization.
Linear Regression,
Non-Linear Regression, Algorithms – MLR, Logistics Regression.
Data Classification
Decision Trees ⦁ Boosted Decision Trees Naïve Bayes, Quality of Classification, ROC Analysis, ROC Curve, ROC Concepts.
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The program is the first of its kind 12+3 months full time general management program that has been on offer from IMI since 1984 initially under the name of post graduate program in international management. It is tailor-made program for grooming working executives who are identified to be High Performers by their respective organizations.
Designed as general management program, it offers a host of core courses cutting across various management disciplines. In addition to the regular course the institute equips the students of executive PGDM by ways of various workshops on host of future skills like Design Thinking , Storytelling, AI&ML, Platform Strategies for Business, Digital Marketing, Data Analytics, IOT, BlockChain & Agile Methodologies for supply Chain. The program will have Five trimesters of 3 months each.
In tandem with AICTE norms, the program would be of 90 Credits Points, with 84 credit accruing from classroom learning and the remainder 6 credit points earned through project work.
A bachelor's degree or equivalent in any discipline as recognized by the association of Indian Universities (AIU) with minimum 50 percent marks or equivalent CGPA in the course.
A bachelor's degree or equivalent in any discipline as recognized by their respective resident countries appropriate agencies with minimum 50 per cent or equivalent CGPA in the course.
As on march 31, 2021 minimum 5 years of post - qualification experience as an executive or a self- employed professionals.
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Take Away | IMI Delhi Program | Online Programs | Distance Learning |
---|---|---|---|
Accredited Program | Yes | No | No |
Regular PGDM | Yes | No | No |
AICTE Regulated | Yes | No | No |
Alumni Status | Yes | May Be | May Be |
Live Projects | Yes | No | No |
Job Linked Program | Yes | No | No |
Industry Expert Sessions | Yes | May Be | May Be |
GPA provided | Yes | No | No |
Campus Visit | Yes | No | No |
Peer to Peer Learning | Yes | Virtual | Virtual |
Corporate Acceptance | High | Neutral | Neutral |
Session Delivery | Class Room | Online | Online |