- This online internship is provided for Python Programming, Data Science and Machine Learning. It is specially designed for the students appearing for degree course in engineering, MCA, BCA and BCS.
- Starting Date: 1st July 2020
- Limited Entries are available.
- Note: If you have not completed any training at MITU Skillologies, Pune office then you need to pay Rs. 3000 for this internship.
- Duration: 30 days to 45 days (depends on student progress)
- After completion of the training student will get chance to work on Data Science projects.
- Internship completion certificate will be awarded.
– Python Installation and Basics
– Syntax and programming Structures
– Variables, Operators, Keywords, Expressions
– Decision Making: if, elif, else
– Loops: while, for with break, continue, pass
– List, Tuple, Dictionary, Set
– Functions, Modules
– Object Oriented Programming
Introduction to Data Science
– Detailed overview of data science, data scientists and its scope.
Introduction to Machine Learning
– How and what is ML with uses, types, applications
Python for Data Science
– numpy: Numerical Python
– pandas: Python data analytics with data frames object
– matplotlib: creating different graphs
– seaborn: advanced visualization
Machine Learning Initiation
– Using ML in Python
– Data Pre-processing operations and their requirements
Machine Learning Algorithms: Regression
– Linear Regression
– Multiple Regression
– Polynomial Regression
– Decision Tree Regression
– Random Forest Regression
Machine Learning Algorithms: Classification
– Logistic Regression
– Decision Tree Classification
– Random Forest Classification
– KNN Classification
– MLP Classifier (ANN)
Machine Learning Algorithms: Clustering
– K-means Clustering
Natural Language Processing
– Text mining with nltk
– Machine Learning and NLP
GUI Design with Mini Project
Contact: 8600829693, 9860668565, email@example.com