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IIPM Certified Training on Machine Learning Algorithms using PythonPassed

IIPM Certified Training on Machine Learning Algorithms using PythonPassed
  • 2021-03-29 5:30 to 2021-04-02 7:00

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IIPM Certified Training on Machine Learning Algorithms using PythonPassed

2021-03-29 5:30 to 2021-04-02 7:00
March 29, 2021

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IIPM Certified Training on Machine Learning Algorithms using PythonPassed

2021-03-29 5:30 to 2021-04-02 7:00
March 29, 2021

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Get Certified training from Indian Institute of Production Management ( IIPM , Kansbahal , Odisha ).

Industrial Python training for Machine Learning Algorithms using Python is designed for developers with experience of other languages who need to get up to speed on Python. At the end of this course the students will know the essentials of the Machine Learning Algorithms using Python language, how to use Python’s module system to structure code, and how to approach the development of ML Algorithms . The goal is to get participants up and running with ML – Python in as short a time as possible.

Dates : 29th March – 2nd April 2021

The Program is mix of Theory sessions, Quizzes, Hands on Sessions, Liver Interaction with
Experts, Assignments and Practical Exercises. Maximum Impetus is given to Hands on Sessions
so as to enable the participants with the maximum knowledge transfer and satisfaction. The
ratio of the theory, practical sessions will be 30:70.

I. MACHINE LEARNING PROCESS AND TYPES OF LEARNING
Introduction to the Concept of Machine Learning, participants come to the machine learning
process and know the types of machine Learnings with suitable examples

SESSION CLASS TOPICS

1 Introduction to Machine Learning
2 Overview of Machine Learning
3 Real time uses of machine learning
4 Machine learning process
5 Supervised learning with example
6 Unsupervised learning with example

II. Python Programming
Python a Powerful language and user friendly and its mostly used for most of the applications
like Machine Learning, Deep Learning, Internet of Things, Block Chain. This session helps the
participants to completely work on Python Programming and python libraries/ packages which
are mainly used in the machine learning.

SESSION CLASS TOPICS
1 Basics of python programming
2 Pandas library
3 NumPy library
4 Matplotlib library
5 Seaborn library
6 Sklearn library

III. Machine Learning Algorithms
Machine learning (ML) is the study of computer algorithms that improve automatically through
experience. It is seen as a subset of artificial intelligence. Machine learning algorithms build a
mathematical model based on sample data, known as “training data”, in order to make
predictions or decisions without being explicitly programmed to do so.

SESSION CLASS TOPICS
1 Decision Tree classifier, Support vector machine classifier
2 Random forest classifier, Logistic Regression classifier
3 Working with Unlabeled Data (Unsupervised Learning)
4 Usage Unstructured data Predicting Elbow Method and K -means Algorithm

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