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Artificial Intelligence Training in Chennai

Artificial Intelligence

Artificial Intelligence Training in Chennai

Are you seeking exceptional AI Training? In Chennai, BITA Academy provides Artificial Intelligence Training. AI isn’t just for engineers. If you would like your business to improve its use of AI, this is the training to recommend to everyone, particularly non-technical colleagues. It teaches you to think and learn via a computer or machine. AI Programming teaches you to collect data and apply rules to complete a task.

What is Artificial Intelligence?

Artificial intelligence (AI) is a capability of a computer or a robot operated by a computer to do tasks that usually require human intelligence and insight. Although no AI can accomplish the full range of tasks an ordinary human can, some AIs can match humans in specific skills.

Importance of Learning Artificial Intelligence

The primary purpose of artificial intelligence is to train the machine to think and act appropriately. Artificial intelligence technology is only achievable in real time because of the integration of Data Science and Machine Learning. Machine Learning is a statistical technique for exploring data, and in our Artificial Intelligence Training in Chennai, you will learn the process and tricks of how machines anticipate the future. 

Deep Learning is a subtype of machine learning that produces architecture known as Multi Neural Network Architecture. Deep Learning’s primary goal is to emulate the human brain, allowing machines to think like humans.

Our AI Courses in Chennai will teach you how artificial intelligence works and the skills required to use it. An artificial neural network is a type of machine learning in which interconnected units interpret data by responding to external inputs. Anyone interested in learning Artificial intelligence Training in Chennai should focus on the following subjects. 

  • Machine Learning
  • Neural Network
  • Cognitive Computing
  • Deep Learning
  • Natural Language Processing (NLP) 

Syllabus for Artificial Intelligence Training in Chennai

Module 1: Introduction to Data Science

  • What is Data Science?
  • What is Machine Learning?
  • Do you know what is Deep Learning?
  • What is AI?
  • Data Analytics & its types

Module 2: Introduction to Python

  • What is Python?
  • Why Python?
  • How to install Python?
  • Python IDEs
  • Jupyter Notebook Overview

Module 3: Python Basics

  • Python Basic Data types
  • Lists
  • Slicing
  • IF statements
  • Loops
  • Dictionaries
  • Tuples
  • Functions
  • Array
  • Selection by position and Labels

Module 4: Python Packages

  • Pandas
  • Numpy
  • Sci-kit Learn
  • Mat-plot library

Module 5: Import Data

  • How to read CSV files?
  • How to save in Python data?
  • Do you know how to load Python data objects?
  • How to write data to csv file?

Module 6: Manipulate Data

  • How to select rows/observations?
  • Do you know to round Number?
  • How to select columns/fields?
  • Merge data
  • Deep Dive on Data aggregation
  • Deep Dive on Data munging techniques

Module 7: Statistics Basics

  • Central Tendency
  • Mean
  • Median
  • Mode
  • Deep Dive on Skewness
  • Normal Distribution
  • What does it mean by probability?
  • Types of Probability
  • ODDS Ratio
  • Standard Deviation
  • Data deviation & distribution
  • Variance
  • Bias variance Trade off
  • What is Underfitting?
  • What is Overfitting?
  • Distance metrics
  • Deep Dive on Euclidean Distance
  • Deep Dive on Manhattan Distance
  • Outlier analysis
  • What is an Outlier?
  • InterQuartile Range
  • Box and whisker plot
  • Upper Whisker
  • Lower Whisker
  • Scatter plot
  • Cook’s Distance
  • Missing Value treatment
  • What is a NA?
  • What do you know about Central Imputation?
  • Deep Dive on KNN imputation
  • What do you know about Dummification?
  • Correlation
  • Deep Dive on Pearson correlation
  • Positive and Negative correlation

Module 8: Error Metrics

  • Classification
  • Confusion Matrix
  • Precision
  • Recall
  • Specificity
  • F1 Score
  • Regression
  • MSE
  • RMSE
  • MAPE

Module 9: Machine Learning

  • Supervised Learning
  • Deep Dive on Linear Regression
  • What do you know about Linear Equation?
  • Slope
  • Intercept
  • R square value
  • Logistic regression
  • ODDS ratio
  • How to find Probability of success?
  • How to find Probability of failure Bias Variance Tradeoff?
  • ROC curve
  • Deep Dive on Bias Variance Tradeoff

Module 10: Unsupervised Learning

  • K-Means
  • K-Means ++
  • Deep Dive on Hierarchical Clustering

Module 10: SVM

  • Support Vectors
  • Hyperplanes
  • 2-D Case
  • Deep Dive on Linear Hyperplane
  • What do you know about SVM Kernel?
  • Linear
  • Radial
  • What do you know about Polynomial?

Module 11: Other Machine Learning algorithms

  • K – Nearest Neighbour
  • Naïve Bayes Classifier
  • Decision Tree – CART
  • Decision Tree – C50
  • Random Forest

Module 12: Artificial Intelligence

  • AI Introduction
  • Perceptron
  • Multi-Layer perceptron
  • Markov Decision Process
  • Logical Agent and First Order Logic
  • Look Around AI Applications

Module 13: Deep Learning Algorithms

  • CNN – Convolutional Neural Network 
  • RNN – Recurrent Neural Network 
  • ANN – Artificial Neural Network

Module 14: Natural Language Processing

  • NLP – An Overview
  • Text Pre-processing
  • Noise Removal
  • Lexicon Normalization
  • Lemmatization
  • Stemming
  • Object Standardization

Module 15: Text to Features (Feature Engineering)

  • Deep Dive on Syntactical Parsing
  • Dependency Grammar
  • Part of Speech Tagging
  • What do you know about Entity Parsing?
  • Named Entity Recognition
  • Topic Modelling
  • N-Grams
  • TF – IDF
  • Frequency / Density Features

Module 16: NLP Task

  • Text Classification
  • Text Matching
  • What do you know about Levenshtein Distance?
  • Deep Dive on Phonetic Matching
  • What do you know about Flexible String Matching?

AI Certification Training

Companies and organizations are looking for qualified candidates to secure high-paying positions on the cutting edge of artificial intelligence innovation. Programs, certificates of authenticity, and qualifications can help you obtain experience. Taking a course or earning a certification program is an excellent way to advance your career and demonstrate your dedication to learning more about artificial intelligence. Many courses are introductory and entry-level, depending on where you are in your AI journey, while other intermediate alternatives provide specialized expertise in a specific AI subset. These job prospects will help you better prepare for specific positions and admission to AI. 

Job Opportunities in Artificial Intelligence

AI characteristics are in high demand across many industries, including retail, manufacturing, banking, and retail. It provides users virtual shopping features and suggests different deals on products that interest them. AI technology is vital in stock management, and you can create your own AI software if you work hard enough in our AI Training in Chennai. Bankers can use artificial intelligence to detect fraudulent transactions and assess customer profiles based on parameters such as credit score, past loan payback history, etc. Artificial intelligence will be the dominant force in all industries. An AI specialist with 4-8 years of experience can expect to earn between R 35-50 lakh per year. Engineers with more than ten years of experience in AI might make more than one crore per year. Sign up for Artificial Training. 

The following are some of the job positions in AI

  • AI Engineer
  • AI Specialist
  • Data Scientist
  • Senior AI
  • AI Developer
  • ML Specialist

Why should you select us?

  • After completing our Artificial Intelligence Training in Chennai, you will be confident enough to work on real-world projects.
  • We provide the best AI training with placement support for students who wish to learn Artificial Intelligence (AI) in an interactive environment. 
  • Our trainer’s teaching skill is excellent, and they are very polite when clearing doubts.
  • We conduct mock tests that will be useful for your Artificial Intelligence Interview Preparation.
  • Even after completing your Artificial Intelligence Training in chennai, you will get lifetime support from us.
  • We know the IT market, and our Artificial Intelligence content aligns with the latest trend.
  • We provide classroom training with all essential preventative precautions.
  • We provide Artificial Intelligence Online training on live meetings with recordings.

Frequently Asked Questions

Yes. We will arrange a back up session for you if you miss any one of the classes. But we request you to be regular for the classes as we have limited training sessions for a course.

Yes, you need to have a laptop to attend our classroom training sessions. We will provide you the software details that are required for the course.

Yes. Our tech team will assist you on the software installation process that is required for the course program and we will guide or offer technical support if in case you face any issues during the course period.

Yes. We have a proper process in place to share with you the materials and codes that we will be used in this course program.

Yes, you can walk in walk in any time to our office for practise sessions. Our support team is always available to support you.

You can call us or walk in to our office to provide you more details on it.

Yes. we Provide certificate after completion of the course that will add more value to your profile for anyone who plans to attend job interviews.

Yes. we offer good discounts for professionals or students who join as batches. Please call us for more details on the current offers that is going on.

Yes, we offer corporate training at the best price ensuring that there is no compromise in the quality. Call us for if you need support there.

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