Artificial Intelligence Training

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Best Artificial Intelligence(AI) Training in Chennai

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Are you a tech enthusiast who wants to dive into the world of programming? Or are you an experienced professional who wants to broaden your range of career prospects?

Then have you ever thought about diving into the world of Dot Net? To know more about Dot Net and carve your career in this domain, ensure that you join the best Dot Net training institute in Chennai.

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Course Overview

In Aimore Technologies, we concentrate on providing hands-on practical training to the trainees and also give placement assistance. We also don’t have more than four students per batch since we believe in individual attention to the students. Once you gain insight into the course from our educational counselors, you can enroll for the AI training and grab the great job offers that come along your way.

Artificial Intelligence Training in Chennai is given by Aimore Technologies, the best AI Training Institute in Chennai. Computerized reasoning has existed since people originally began wandering into computerization and related advances. The Greeks had legendary anecdotes about robots, the Chinese and the Egyptians also had accomplished some progression here. Simulated intelligence is ceaselessly progressing at a fast rate as organizations are finding better approaches to receive the rewards of this innovation to mechanize measures, increment profitability, and lessen cost.

Module 1: Introduction to Data Science (Duration-1hr)

What is Data Science?
What is Machine Learning?
What is Deep Learning?
What is AI?
Data Analytics & it’s types

Module 2: Introduction to Python (Duration-1hr)

What is Python?
Why Python?
Installing Python
Python IDEs
Jupyter Notebook Overview

Module 3: Python Basics (Duration-5hrs)

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

Module 4: Python Packages (Duration-2hrs)

Pandas
Numpy
Sci-kit Learn
Mat-plot library

Module 5: Importing Data (Duration-1hr)

Reading CSV files
Saving in Python data
Loading Python data objects
Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

Selecting rows/observations
Rounding Number
Selecting columns/fields
Merging data
Data aggregation
Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

Central Tendency
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
Probability Basics
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
Standard Deviation
- Data deviation & distribution
- Variance
Bias variance Trade off
- Underfitting
- Overfitting
Distance metrics
- Euclidean Distance
- Manhattan Distance
Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
Missing Value treatment
- What is a NA?
- Central Imputation
- KNN imputation
- Dummification
Correlation
- Pearson correlation
- ositive & Negative correlation

Module 8: Error Metrics (Duration-3hrs)

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

Module 9: Machine Learning

Supervised Learning (Duration-6hrs)

Linear Regression
- Linear Equation
- Slope
- Intercept
- R square value
Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure Bias Variance Tradeoff
- ROC curve
- Bias Variance Tradeoff

Unsupervised Learning (Duration-4hrs)

K-Means
K-Means ++
Hierarchical Clustering

SVM (Duration-2hrs)

Support Vectors
Hyperplanes
2-D Case
Linear Hyperplane

SVM Kernal (Duration-2hrs)

Linear
Radial
polynomial

Other Machine Learning algorithms (Duration-10hrs)

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

Module 10: ARTIFICIAL INTELLIGENCE

AI Introduction (Duration-9hrs)

Perceptron
Multi-Layer perceptron
Markov Decision Process
Logical Agent & First Order Logic
AL Applications

Module 11: Deep Learning Algorithms (Duration-10hrs)

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

Introduction to NLP (Duration-5hrs)

Text Pre-processing
Noise Removal
Lexicon Normalization
Lemmatization
Stemming
Object Standardization

Text to Features (Feature Engineering) (Duration-5hrs)

Syntactical Parsing
Dependency Grammar
Part of Speech Tagging
Entity Parsing
Named Entity Recognition
Topic Modelling
N-Grams
TF – IDF
Frequency / Density Features
Word Embedding’s

Tasks of NLP (Duration-2hrs)

Text Classification
Text Matching
Levenshtein Distance
Phonetic Matching
Flexible String Matching

Why study AI from the best artificial intelligence training institute in Chennai?

AI is present in almost every industry nowadays ranging from hospital to retail store. If you wish to keep yourself abreast with this concept, then the AI training course in Chennai is needed. If you have the desire and some basic machine learning skills, then learning AI can be easy. Python, Java, R, and data science are also in-demand AI skills in the present scenario. So depending on the career move you make, you can update yourself with these skills.

Career scope for AI experts

So to be precise individuals are now seeing a good career in the domain of AI. The scope of AI in India is quite good since the main objective is to build computer programs that can handle various problems. So you can see scope for speech recognition, computer vision, robotics, game development, and language detection.

Advantages of AI

AI can assist you in gaining the most out of data. High accuracy can be accomplished with AI. Besides, vast and more in-depth data can be evaluated through it. You can even include intelligence in existing products through AI.

The present AI market scenario

Demand for AI

AI is quickly transforming the landscape of work, thus making it an excellent time for programmers wanting something innovative. There is an intersection with machine learning in this regard. The point here is that AI is a broader concept related to machines conceptualized to behave intelligently like humans, while ML depends on devices making sense of a particular set of data.

The most in-demand AI skills

Machine learning provides quick analysis prediction and processing. Moreover, there is vast data consumption from unlimited sources.
Python has several libraries that make it an excellent choice for artificial intelligence. Besides, its less coding and flexibility also adds to the value.
Java is scalable, and there is easy work with large-scale projects. Moreover, it offers better user interaction. Its cross-platform nature also makes it a better choice for AI.
Data science lessens risk and fraud. Moreover, it enhances operational efficiency.
R is a free and also an open source language. It can associate with other languages. Besides, it consists of advanced visualizations.

Future scope of AI

The future for AI looks bright as organizations and individuals seek AI experts to assist them in making the best use of technology. Here, you should analyze your skills and then get into this field.

Don't hesitate to contact the educational counselors of Aimore Technologies who will explain the career scope of AI in an in-depth manner. Once you are confident with their suggestion, you can join the classes and eventually prove your expertise in this revolutionary technology.

Windows Application Developer
Technology Architect
IOS Developer
C# Developer
Python Developer
VB Developer
Android App Developer
Web Developer
UI Developer

There are several career prospects present for .NET technology. If you are enthusiastic about learning .NET, then you can enroll in best Dot Net training in Chennai. Aspiring candidates can quickly learn this robust framework and turn out to be a technical expert. Let’s see some of the .NET profiles: According to your interest, you can select your career path using the .NET platform. .NET removes unnecessary programming and mostly requires less coding from developers. This is one of the main reasons youngsters like and rely on this technology for their IT career.

Here we list some of the prominent data science certifications:

Microsoft Certified Solutions Expert (MCSE)
Cloudera Certified Professional
SAS certified data scientist
Certified Analytics professional

Trainer Profile

Aimore Trainers give total opportunity to the understudies, to investigate the subject and learn dependent on constant models. Our coaches help the up-and-comers in finishing their undertakings and even set them up for inquiries questions and replies.
Competitors are allowed to pose any inquiries whenever.

More than 10+ Years of Experience.

Prepared more than 2000+ understudies in a year.

Solid Theoretical and Practical Knowledge.

Confirmed Professionals with High Grade.

Very much associated with Hiring HRs in worldwide organizations.

Master level Subject Knowledge and completely state-of-the-art on certifiable industry applications.

Coaches have Experienced on various ongoing undertakings in their Industries.

Our Trainers are working in global organizations, for example,ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies and so on

Overview of AI Training

Course Overview

Syllabus

Module 1: Introduction to Data Science (Duration-1hr)

What is Data Science?
What is Machine Learning?
What is Deep Learning?
What is AI?
Data Analytics & it’s types

Module 2: Introduction to Python (Duration-1hr)

What is Python?
Why Python?
Installing Python
Python IDEs
Jupyter Notebook Overview

Module 3: Python Basics (Duration-5hrs)

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

Module 4: Python Packages (Duration-2hrs)

Pandas
Numpy
Sci-kit Learn
Mat-plot library

Module 5: Importing Data (Duration-1hr)

Reading CSV files
Saving in Python data
Loading Python data objects
Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

Selecting rows/observations
Rounding Number
Selecting columns/fields
Merging data
Data aggregation
Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

Central Tendency
- Mean
- Median
- Mode
- Skewness
- Normal Distribution
Probability Basics
- What does mean by probability?
- Types of Probability
- ODDS Ratio?
Standard Deviation
- Data deviation & distribution
- Variance
Bias variance Trade off
- Underfitting
- Overfitting
Distance metrics
- Euclidean Distance
- Manhattan Distance
Outlier analysis
- What is an Outlier?
- Inter Quartile Range
- Box & whisker plot
- Upper Whisker
- Lower Whisker
- Scatter plot
- Cook’s Distance
Missing Value treatment
- What is a NA?
- Central Imputation
- KNN imputation
- Dummification
Correlation
- Pearson correlation
- ositive & Negative correlation

Module 8: Error Metrics (Duration-3hrs)

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

Module 9: Machine Learning Supervised Learning (Duration-6hrs)

Linear Regression
- Linear Equation
- Slope
- Intercept
- R square value
Logistic regression
- ODDS ratio
- Probability of success
- Probability of failure Bias Variance Tradeoff
- ROC curve
- Bias Variance Tradeoff

Unsupervised Learning (Duration-4hrs)

K-Means
K-Means ++
Hierarchical Clustering

SVM (Duration-2hrs)

Support Vectors
Hyperplanes
2-D Case
Linear Hyperplane

SVM Kernal (Duration-2hrs)

Linear
Radial
polynomial

Other Machine Learning algorithms (Duration-10hrs)

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

Module 10: ARTIFICIAL INTELLIGENCE AI Introduction (Duration-9hrs)

Perceptron
Multi-Layer perceptron
Markov Decision Process
Logical Agent & First Order Logic
AL Applications

Module 11: Deep Learning Algorithms (Duration-10hrs) CNN – Convolutional Neural Network RNN – Recurrent Neural Network ANN – Artificial Neural Network Introduction to NLP (Duration-5hrs)

Text Pre-processing
Noise Removal
Lexicon Normalization
Lemmatization
Stemming
Object Standardization

Text to Features (Feature Engineering) (Duration-5hrs)

Syntactical Parsing
Dependency Grammar
Part of Speech Tagging
Entity Parsing
Named Entity Recognition
Topic Modelling
N-Grams
TF – IDF
Frequency / Density Features
Word Embedding’s

Tasks of NLP (Duration-2hrs)

Text Classification
Text Matching
Levenshtein Distance
Phonetic Matching
Flexible String Matching

Why AI

Why study AI from the best artificial intelligence training institute in Chennai?

Career scope for AI experts

Don’t you think that building machines that demonstrate intelligence will be a great skill from your side? You will be the ideal candidate that most cutting-edge organizations will be willing to recruit. If you wish to be one such people, then enrolling in Aimore Technologies would be the right choice. Machine learning engineer, research scientist, data scientist, Intern, AI data analyst, product manager, software engineer, etc. are some of the positions that you will land into after learning AI from the Artificial Intelligence certification in Chennai. So to be precise individuals are now seeing a good career in the domain of AI. The scope of AI in India is quite good since the main objective is to build computer programs that can handle various problems. So you can see scope for speech recognition, computer vision, robotics, game development, and language detection.

Advantages of AI

The present AI market scenario

Though there is an excellent demand for AI professionals, more and more people should still equip themselves with great technology. Several big software organizations want AI for their company progress. AI training in Chennai from AI Technologies will assist you in getting acquainted with the present trend. Demand for AI AI is quickly transforming the landscape of work, thus making it an excellent time for programmers wanting something innovative. There is an intersection with machine learning in this regard. The point here is that AI is a broader concept related to machines conceptualized to behave intelligently like humans, while ML depends on devices making sense of a particular set of data. The most in-demand AI skills

Machine learning provides quick analysis prediction and processing. Moreover, there is vast data consumption from unlimited sources.
Python has several libraries that make it an excellent choice for artificial intelligence. Besides, its less coding and flexibility also adds to the value.
Java is scalable, and there is easy work with large-scale projects. Moreover, it offers better user interaction. Its cross-platform nature also makes it a better choice for AI.
Data science lessens risk and fraud. Moreover, it enhances operational efficiency.
R is a free and also an open source language. It can associate with other languages. Besides, it consists of advanced visualizations.

Future scope of AI The future for AI looks bright as organizations and individuals seek AI experts to assist them in making the best use of technology. Here, you should analyze your skills and then get into this field. Don't hesitate to contact the educational counselors of Aimore Technologies who will explain the career scope of AI in an in-depth manner. Once you are confident with their suggestion, you can join the classes and eventually prove your expertise in this revolutionary technology.

To Whom

Windows Application Developer
Technology Architect
IOS Developer
C# Developer
Python Developer
VB Developer
Android App Developer
Web Developer
UI Developer

Who can take up AI from the best artificial intelligence training institute in Chennai? o Developers who wish to become an AI engineer or ML engineer o Analytic experts who want to operate with AI or ML o Information architects who want an in-depth knowledge of AI

Certification

Here we list some of the prominent data science certifications:

Microsoft Certified Solutions Expert (MCSE)
Cloudera Certified Professional
SAS certified data scientist
Certified Analytics professional

Trainer Profile

Solid Theoretical and Practical Knowledge.

Confirmed Professionals with High Grade.

Very much associated with Hiring HRs in worldwide organizations.

Master level Subject Knowledge and completely state-of-the-art on certifiable industry applications.

Coaches have Experienced on various ongoing undertakings in their Industries.

Our Trainers are working in global organizations, for example,ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies and so on

Key Features

Our Testimonials

The faculties are highly experienced and friendly. The quality of teaching is excellent and the approach is very practical. They have designed the syllabus for easy learning and every aspect of the subject is covered with real time knowledge and problems. They train everyone irrespective of their technical or non technical knowledge at their best. build us from the basic. Aimore is the best choice for any course learning and it is more than worth of our time and money.

I joined Aimore Technologies after my graduation. I did Database Develpment course and once i finished the course. I joint Mentis Inc through Aimore Technologies as Production Support Engineer. I got lot of knowdlege and confidence from Aimore. They helped me to start my carrer in right path and still i am closely associated with Aimore to enhance my Skills in Software.

Excellent Training Institute for Fresher. I did Oracle course and got placed in Mentis Inc as Oracle Developer. Trainers are so friendly and they helped me in improving Interview Skills. Totally trustable and who ever is ready to chose SOFTWARE as career they can come and join in Aimore with full confidence.

Datascience at Aimore Very amazing course. Great teacher Great explanation. From zero, I know a very lot about data science and its process from this course. The way he taught, his slide and his explanation are very easy to understand. All of these make me want to jump into the data scientist world. Again, very very amazing course, I highly recommend this. Very statisfied.

Best institute to learn AWS. Prakash teaches each and every service required here in great details and provides all the key pointers for you to understand them well. AWS training in Aimore teaches you AWS and not just prepares you for exam.Again, very very amazing course, I highly recommend this. Very statisfied.