Artificial Intelligence Course in Chennai

Artificial Intelligence training in Chennai is provided by ALCE. Artificial intelligence has existed since humans first started venturing into automation and related technologies. The Greeks had mythical stories about robots, the Chinese and the Egyptians too had achieved some advancement in this area. AI is continuously advancing at a rapid rate as companies are discovering new ways to reap the benefits of this technology to automate processes, increase productivity, and reduce cost.

Over the recent years, this has triggered a substantial increase in the demand for Artificial Intelligence certified professionals. But, a student often encounters difficulties while searching for the best AI (Artificial Intelligence) training in Chennai. The Chennai education market is filled with training institutes that provide AI training, but they are not all reliable. We are a reputed company that can boast being a subsidiary of Bdreamz Global Solutions Pvt. Ltd. that caters companies such as Infosys, IBM, Cognizant, and more. Through, our prolonged expertise in this domain, we provide our students with real-time project-based training that will make you adept at AI, like professionals. ALCE has branches in several locations across Chennai.


Why Artificial Intelligence Training?

The presence of AI is becoming increasingly prevalent in our everyday lives. This innovative technology has implication in various industries from gaming, media, cutting-edge technology such as robotics to finance and human resource management. Artificial intelligence is also utilized in fields like quantum science and medical diagnostics. AI (Artificial Intelligence) training in Chennai with Besant Technologies teaches you the basics and applications of AI, computer vision, machine learning, natural language processing, robotics, probabilistic reasoning, and more.

Our experts have many years of experience in teaching students the various concepts of Artificial Intelligence. We are industry recognized and provide placements with leading multinationals post the completion of your AI (Artificial Intelligence) training in Chennai.


The scope of Artificial Intelligence

The ultimate objective of Artificial Intelligence is to solve problems as effectively as humans. The scope of Artificial Intelligence certified professionals are in the fields such as developing speech recognition machines, expert systems, game playing, robotics, language detection machine, computer vision, and more.

This industry has just started to flourish and the scope for professionals certified in this technology is very bright. A student after the completion of Artificial Intelligence training in Chennai with Besant Technologies can expect job roles such as Game Programmer, Robotic Scientist, Computer Scientist, Software Engineer, Smart-machine Interaction Modeler, Transparency Analyst, Machine Relations Manager, and numerous more. With the advancement in AI, new job positions are created such as Automation Ethicist, Automation Economist, Context Designer, etc.


Artificial Intelligence Syllabus

Module 1: Introduction to Data Science

  • 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

  • What is Python?
  • Why Python?
  • Installing 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 & Labels

Module 4: Python Packages

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

Module 5: Importing Data

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

Module 6: Manipulating Data

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

Module 7: Statistics Basics

  • 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
  • Positive & 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

  • 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

  • K-Means
  • K-Means ++
  • Hierarchical Clustering

SVM

  • Support Vectors
  • Hyperplanes
  • 2-D Case
  • Linear Hyperplane

SVM Kernal

  • Linear
  • Radial
  • polynomial

Other Machine Learning algorithms

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

Module 10: ARTIFICIAL INTELLIGENCE

AI Introduction

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

Module 11: Deep Learning Algorithms

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

Introduction to NLP

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

Text to Features

  • 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

  • Text Classification
  • Text Matching
  • Levenshtein Distance
  • Phonetic Matching
  • Flexible String Matching

What Makes ALCE Unique?

  • We make candidates feel unique by providing practical knowledge to our candidates.
  • We offer special key features with more reliable and easy way for learning.
  • Our tutors at ALCE are dedicated to offer comprehensive skill and knowledge for each and every topic.


FAQs

Call now: +91 7867847855 and know the exciting offers available for you
  • Fully hands-on training
  • Learn by working on real-time projects
  • Flexible Timings – Weekday, Weekend & Fast-track
  • Certification guidance
  • Interview preparation
  • Tips and discussion to build your technical interview skills
  • Excel your knowledge with Affordable price in ALCE
  • More than 7+ Years of experience in AI Technologies.
  • Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications.
  • Trainers have Experienced on multiple real-time AI projects in their Industries.
  • Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, WIPRO.
  • Trained more than 2000+ Students in a year.
  • Strong Theoretical & Practical Knowledge.
  • Are certified Professionals with High Grade.
  • Are Well connected with Hiring HRs in multinational companies.
We at ALCE believe in giving individual attention to students so that they will be in a position to clarify all the doubts that arise in complex and difficult topics. Therefore, we restrict the size of each AI batch to 5 or 6 members at max or else if you need individual Training that also we provide at your flexible timing.
Our courseware is designed to give a hands-on approach to the students in AI. The course is made up of theoretical classes that teach the basics of each module followed by high-intensity practical sessions reflecting the current challenges and needs of the industry that will demand the students' time and commitment.
No worries. ALCE assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
ALCE provides many suitable modes of training to the students like
  • Classroom training
  • One to One training
  • Fast track training
  • Customized training
Yes, ALCE provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.
We accept all major kinds of payment options. Cash, GPay, Net Banking.
Please Contact +91 7867847855. Or you can share your queries through alcesupport@makeiton.com / learncompileexecute@gmail.com

Contact Us

No 147 1st Floor,NJK Avenue,
OMR,Sholinganallur,
Chennai 600119.

alcesupport@makeiton.com
learncompileexecute@gmail.com

+917867847855

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