Data science is the domain of study that deals with vast volumes of data using modern tools and techniques to find unseen patterns, derive meaningful information, and make business decisions. Data science uses complex machine learning algori
DurationModules:
Module 1 - Introduction to Data science Data science overview Applications of data science Data science project life cycle Types of Data
Module 2 -(a)Programming Foundation Programming environment setup Fundamentals of python OOPs concept
Module 3- Mathematics and Data analytics Introduction to anacond, jupyter notebook Mathematical computation with python Working with numpy arrays Working withTensor Mathematical operations in arrays File operations and handling with Pandas
Module 4- Data visualization and analysis Why need Data visualization Types of Data visualization Data visualization with python Matplolib,Seaborn
Module 5- Business Intelligence- PowerBi Introduction to PowerBi Installation & Touring PowerBi Desktop PowerBi overview Components & Building blocks of powerbi Powerbi Desktop & Service Connecting to webdata Data cleaning and transforming Combining Data sources Creating visualization Creating and Managing Queries •Transforming Less structured Data
Module 6 - Machine learning Data preprocessing ·Supervised Learning and Feature Engineering Supervised learning classification Unsupervised Learning Time series modeling Deployement
Module 7 - NLP with scikitlearn Introduction to NLP NLP tools and approaches NLP use cases NLP classification pipeline in scikit-learn Script structures: import, logging and argparse
Topics Covered:
Data Science, Mathematics, Python Programming,Data Analytics&Visualization, Machine learning, Artificial Intelligence, Business Intelligence-Powerbi, NLP with scikitLearn
Rewaq Ousha Educational Institute is a leading training center located in UAE. The center contributes immensely to raise the cultural and educational level in UAE through its wide range of courses offered to both the Private/Public sector and individuals.
First established in 1994, Rewaq Ousha Educational Institute offers education service in various disciplines including administrative, finance, legal, languages, and many other disciplines included.
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