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Artificial Intelligence Training In Chennai

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By Author: bita
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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
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.

Certified Artificial Intelligence Engineer
IBM Applied AI Professional Certificate
IBM AI Engineering Professional Certificate
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.

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