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Machine Learning
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Courses

Machine Learning

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Machine learning is a part of artificial intelligence, which provides computer systems the ability to learn things or perform specific tasks without being particularly programmed. This is a course offering students an introduction to the theoretical, practical and programming aspects of Machine Learning.

The course content for a machine learning course usually addresses data pre-processing, regression models, classification algorithms, clustering methods to unsupervised deep learning techniques such as the neural network paradigm or Reinforcement Learning and other powerful tools of Natural Language Processing among others We at Shikshaa Simple Learn in Madurai

Machine Learning Course Structure:

Introduction to Machine Learning
Supervised learning
Unsupervised learning
Reinforcement Learning

Python for Machine Learning

Introduction to Python programming
Data manipulation with Numpy and Pandas
Data visualization is the presentation of data in a pictorial or graphical format. It enables decision makers to see analytics presented visually, so they can grasp difficult concepts or identify new patterns.
Data cleaning: Missing data and outliers Feature scaling and normalization
Encoding categorical data

Feature selection and extraction

Supervised Learning Algorithms
Linear Regression
Decision Trees and Random Forests
K-Nearest Neighbors (KNN)
Model evaluation metrics: Accuracy, precision, recall, F1-score

Unsupervised Learning Algorithms

K-Means Hierarchical Clustering
Association rule learning

Model evaluation And Optimizing

Cross-validation techniques
Hyperparameter tuning: Grid search, random search

Data Analysis

Box plot
Histogram
Doughnut graph
Pie graph
Line chart
Scatterplot

Why Enroll in Shikshaa Simple Learn Machine Learning Course?

Learn from Industry Experts: Our instructors are industry experts—and they're absolute whizzes at Machine Learning. And as a result, they bring the real world into your classroom and make it easier for you to understand how complex concepts work.

Comprehensive Curriculum: This course is offered starting from the introduction of simple algorithms to neural networks, deep learning and how these ML tools can be used in relation with industrial needs.

Flexible Learning Options: We get that everyone has different schedules and life demands. This is the reason we have both classroom coaching sessions in Madurai and online lessons so that everyone can choose a method of learning according to their own time management.

Job Certification and Career Support: Course graduates will get a Job Certification and Career Support when you completed the course at high grades which prove your proficiency in Machine Learning. Not only that, our career support services will help you to reach out the hiring partners and find a new job!

Continuous support and mentorship: Our instructors can assist you with course content, as well to help guide some of your Machine Learning projects.

Don’t miss the opportunity to become proficient in Machine Learning and take your career to the next level. Whether you are new and just starting or want to enhance the skills you have, our ML program at Shikshaa Simple Learn Madurai educates you with tools and knowledge to successfully create your own AI models. Enroll to get started now!

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