Python Machine Learning With Artificial Intelligence data Science Training Course in Udaipur

Python Machine Learning Training with AI Project

Python Machine learning udaipur (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. Machine
learning algorithms are used in a wide variety of applications in b-tech mca Students Training projects.

Machine learning involves computers discovering how they can perform tasks without being explicitly programmed to do so.
It involves computers learning from data provided so that they carry out certain tasks.
For simple tasks assigned to computers, it is possible to program algorithms telling the machine
how to execute all steps required to solve the problem at hand
on the computer part, no learning is needed.

Machine learning approaches

Machine learning approaches are traditionally divided into three broad categories,
depending on the nature of the signal or feedback available to the learning system.

Module 1:- Course Intro With Python Artificial Intelligence

Module 2:-Applications using Python Introduction to Machine Learning

Module 3:-Graphical Models

Module 4:-Reinforcement Learning

Module 5:-Introduction to Text Mining and Natural Language Processing NLP

Module 6:-AI and Deep Learning

Python Machine Learning With Data Analysis Data Science Training Course at KEEN INFOTECH ?

Course Intro With Artificial Intelligence
  • Installation Setup and Overview
  • IDEs and Course Resources
  • iPython/Jupyter Notebook Overview
Applications using Python Introduction to Machine Learning
  • Python Predictive Analytics Probability Inferential Statistic
  • Applications of Machine Learning
  • Supervised vs Unsupervised Learning
  • Python libraries suitable for Machine Learning
  • Linear Regression
  • Non-linear Regression
  • Model evaluation methods and Classification
  • K-Nearest Neighbour
  • Decision Trees
  • Logistic Regression
  • Support Vector Machines
  • Model Evaluation
  • Unsupervised Learning
  • K-Means Clusteringr
  • Hierarchical Clustering
  • Density-Based Clustering
  • Association Rules Mining and Recommend Time Series Analysis
Python Machine Learning Graphical Models
  • Introduction to Graphical model
  • Bayesian Network
  • Markov’s Networks
  • Inference
Reinforcement Learning
  • Introduction to Reinforcement Learning
  • Bandit Algorithms and Markov Decision Process
  • Dynamic Programming & Temporal Difference Learning methods
Introduction to Text Mining and Natural Language Processing NLP
  • Introduction to Text Mining and NLP
  • Extracting, Cleaning and Pre-processing Text
  • Analyzing Sentence Structure
  • Text Classification
  • Advance Text Analytics
AI and Deep Learning
  • Introduction to Deep Learning
  • Understanding Neural Networks with TensorFlowg
  • Deep dive into Neural Networks with TensorFlow
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN)
  • Restricted Boltzman Machine (RBM) and Autoencoders
  • Keras API, FLearn API

Overview About Python Machine Learning Artificial Intelligence

Welcome to Artificial Intelligence in Python! Python is an increasingly popular tool for Artificial Intelligence. In recent years, a number of libraries have reached maturity, allowing R and Stata users to take advantage of the beauty, flexibility, and performance of Python without sacrificing the functionality these older programs have accumulated over the years.Python Machine Learning With Artificial Intelligence Training in Udaipur Rajasthan

This site is designed to offer an introduction to Python specifically tailored for social scientists and people doing applied Artificial Intelligence – users with little or no serious programming experience who just want to get things done, and who have experience with programs like R and Stata but are anxious for something better.

KEEN INFOTECH Technologies - Python Machine Learning With Artificial Intelligence data Science Training Provider in Udaipur

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