Postgraduate Program in Data Science Manipal Executive Education
السعر: 2,314 USD
تدريب إفتراضي أونلاين. المحاضرات قد تكون فردية أو ضمن مجموعة.
  • مدة الدورة التدريبية: Upto 6 Months

تفاصيل الدورة

Module 01 - Programming for data science
Starting Python & Basics of Python Language
Python Core Data Structures
Functions, Modules & Object-Oriented Programming
Exception Handling, FILE Input/output
NumPy
Introduction to Pandas, Operations in Pandas – Part I
Operations in Pandas – Part II

Module 02 - Statistical techniques for data science
Introduction to Statistics & Linear Algebra
Probability
Sampling
Testing of Hypothesis
Data Relationship through Correlation
Regression

Module 03 - Data scraping and RDBMS
Data  Scrapping
Introduction to RDBMS with SQL
NoSQL
MongoDB

Module 04 - Data analysis and visualization
Introduction to Data Science
Data Analysis & Storytelling
Visualization & Communication using Descriptive Analysis
Data Cleansing & Transformation, Building Dashboards
Dimension Reduction & Visualization

Module 05 - Machine learningModule 06 - Artificial Intelligence
Introduction to Machine Learning & Data Science 
Classification 
Validation Measures 
Clustering 
Recommendation systems 
Time Series 

Module 06 - Artificial Intelligence
Introduction to AI 
Applications of AI 
Programming with TensorFlow 
High-level TensorFlow APIs 
Tensor Board 
Deep Learning (DL) & Reinforcement Learning (RL) 

Module 07 - Text analytics and natural language processing
Introduction to Unstructured Data Analysis & Text Analytics
Linguistic Basics
Text Modeling
Text Classification & Topic Modeling
Sentiment Analysis, Document Clustering & Similarity
Deep Learning for NLP تحديث بتاريخ 19 April, 2023

نبذة عن معهد Manipal Executive Education

Manipal Executive Education (MEE) is Manipal Global Education’s corporate and executive education entity based out of Dubai, UAE. It services the Middle East & Africa Region including strategic markets such as UAE, Kuwait, Kingdom of Saudi Arabia, Oman, Qatar & Bahrain.
Its purpose is to deliver world class certification and training programs for students, working professionals and corporates in various formats ranging from classroom based training, online programs and hybrid programs across multiple sectors which are of relevance to the region.
Based out of Dubai Knowledge Village, the HR & Training Hub of Dubai, MEE offers high end certification programs in functional and technical programs across multiple sectors ranging from Logistics, Banking & Financial Services, IT, Telecom, Retail and Hospitality.

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