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ARTIFICIAL INTELLIGENCE COURSE
Artificial Intelligence Training
Description
Our Artificial Intelligence Training Program has been designed by our Corporate AI Experts Team so that we can share our knowledge and help you learn complex theory, Concepts & Assignments in a simple way. We will walk you step-by-step into the World of Artificial Intelligence Programming. With our Artificial Intelligence Training, you will develop new skills and improve your understanding of this challenging yet lucrative Artificial Intelligence Program.
Why to Choose Us:
- Live Project based Training
- Easy to Understand Study Material
- Verifiable Certification
- 100% Job Assistance Program
- Certified & Experienced Trainers
- Content as per Industry Standards
Pre-Requisite
- • Basic Programming Skills & Scripting is Required
- • Graduation is Recommended
- • Course assumes no previous experience
Curriculum
- 18 Modules • 40-42 Hours Course Duration
Basic Concept of Artificial Intelligence (AI)
The Necessity of Learning AI
What is Intelligence?
What is Intelligence Composed Of?
Learning − l
What’s Involved in AI
Application of AI
Cognitive Modeling: Simulating Human Thinking Procedure
Agent & Environment
Why Python for AI
Features of Python
Installing Python
Setting up PATH
Running Python
Script from the Command-line
Integrated Development Environment
Types of Machine Learning (ML)
Most Common Machine Learning Algorithms
Preprocessing the Data
Techniques for Data Preprocessing
Labeling the Data
Steps for Building a Classifier in Python Building Classifier in Python
Logistic Regression
Decision Tree Classifier
Random Forest Classifier
Performance of a classifier
Class Imbalance Problem
Ensemble Techniques
Building Regressors in Python
How to Solve Problems with Logic Programming Installing Useful Packages
Examples of Logic Programming
Checking for Prime Numbers
Solving Puzzles
What is Clustering?
Algorithms for Clustering the Data
Measuring the Clustering Performance
Calculating Silhouette Score
Finding Nearest Neighbors
K-Nearest Neighbors Classifier
Components of NLP
Difficulties in NLU
NLP Terminology
Steps in NLP
Importing NLTK
Downloading NLTK’s Data
Installing Other Necessary Packages
Concept of Tokenization, Stemming, and Lemmatization
Chunking: Dividing Data into Chunks
Types of chunking
Bag of Word (BoW) Model
Concept of the Statistics
Building a Bag of Words Model in NLTK
Solving Problems
Topic Modeling: Identifying Patterns in Text Data
Algorithms for Topic Modeling
Introduction
Installing Useful Packages
Pandas: Handling, Slicing and Extracting Statistic from Time Series Data
Extracting Statistic from Time Series Data Analyzing Sequential Data by Hidden Markov Model (HMM) Example: Analysis of Stock Market data
Building a Speech Recognizer
Visualizing Audio Signals - Reading from a File and Working on it
Characterizing the Audio Signal: Transforming to Frequency Domain
Generating Monotone Audio Signal
Feature Extraction from Speech
Recognition of Spoken Words
Concept of Heuristic Search in AI
Difference between Uninformed and Informed Search
Real World Problem Solved by Constraint Satisfaction
AI with Python – Gaming
Search Algorithms
Combinational Search
Minimax Algorithm
Alpha-Beta Pruning
Negamax Algorithm
Building Bots to Play Games
A Bot to Play Last Coin Standing
A Bot to Play Tic Tac Toe
What is Artificial Neural Networks (ANN)
Installing Useful Packages
Building Neural Networks
Perceptron based Classifier
Single - Layer Neural Networks
Multi-Layer Neural Networks
Basics of Reinforcement Learning
Building Blocks: Environment and Agent
Constructing an Environment with Python
Constructing a learning agent with Python
What are Genetic Algorithms?
How to Use GA for Optimization Problems?
Installing Necessary Packages
Implementing Solutions using Genetic Algorithms
AI with Python – Computer Vision
Computer Vision
Computer Vision Vs Image Processing
Installing Useful Packages
Reading, Writing and Displaying an Image
Color Space Conversion
Edge DetectionFace Detection
Face Detection
Eye Detection
Machine Learning v/s Deep Learning
Convolutional Neural Network (CNN)
Installing Useful Python Packages
Building Linear Regressor using ANN
Image Classifier: An Application of Deep Learning
Project Work
PD Classes
Resume Preparation
Interview Question Preparation
Student Feedback
Latest Reviews
Sotapdi Kunda
Very clean and organized with easy to follow tutorials, Exercises, and solutions. The training does start from the beginning with very little knowledge and gives a great overview and progresses into more complex concepts and ideas.
Samantha
The training is good at explaining very basic intuition of the concepts. It will get you scratching the surface so to say, where this course is unique is the implementation methods are so well defined, Thank you to the team !.
Rajeev Aggarwal
This course is amazing..! I started course as a beginner and learnt a lot. Instructors are great. Query handling can be improved.Overall very happy with the course.
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Professional
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18 Modules
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40-42 Hours
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Artificial Intelligence
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English
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Included
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Yes
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e-Content
Learn from Industry Experts. Enquire Now!
Artificial Intelligence Training Options
Whether you're looking for Artificial Intelligence Training, start your next journey with India's Best IT & Software Training Edtech Company @TechVidya -- we have a plan for you.
Artificial Intelligence
Artificial Intelligence Course
- Video and e-Content
- Final Assessment
- Certification
Artificial Intelligence
Artificial Intelligence Course
- Classroom Training
- Projects/Assignments
- Mock Interview
- Final Assessment
- Certification
- Placement Assistance
Artificial Intelligence
Artificial Intelligence Course
- Live Instructor Based
- Projects/Assignments
- Mock Interview
- Final Assessment
- Certification
- Placement Assistance
Artificial Intelligence
Artificial Intelligence Course
- Customize Content
- Flexible Timings
- Onsite Training
- Experienced Trainers
- Increase Productivity
- Skill Assessment
Student's Feedback
Student
Great Course !
The study environment is good and trainers are full of knowledge. I personally recommend TechVidya to all the students who looking for quality computer education.
Student
Best Experience !
I have completed my Certification from TechVidya. Complete project based training really help me to sharpen my skills.
Student
Best Placement Support !
TechVidya have made efforts ensuring maximum number of students placement. They started grooming us for placement in the first few months.
Student
Helpful Instructors !
Regular classes held to help us with our aptitude and technical skills. Trainers are well experienced and very helpful during all the course.
Student
Great Placement Support !
I had complete my SAP Training with TechVidya. The Trainers are Certified & Experienced. Placement cell is well active in order to help with the placement.
Student
Helpful Staff !
Due to the efforts made by the faculty and placement cell at TechVidya, I was able to get a job in the second company that I applied for. Thanks to TechVidya!
How to Start Your Professional Journey
01. Learn from Industry Experts
TechVidya is ISO 9001:2015 Accredited Edtech Company, trained more than 68806+ students all across the world. We have team of 470+ Experienced & Certified Instructors.
02. Live Project Based Training
Complete IT & Software Training provided by Techvidya is designed as per the Industrial Requirement with Live Projects. Every topic covered is in most practical way with real-time examples.
01. Industry Recognised Certification
TechVidya offers a wide range of IT & Software Certifications designed to take your career to the next level. Candidate can gain access to multiple placement opportunities by opting our Certification.
02. Verifiable Certificate
TechVidya provides Globally Recognized Course Completion Certificate which can be verifiable at techvidya official website. TechVidya Verifiable Certification helps to achieve your dream jobs.
01. PD, Resume Making & Mock Interview
We help our students to get a foothold in the corporate world by providing Practical based Training including Personality Development, Resume Making & Mock Interviews Sessions.
02. Dedicated Placement Department
Our Placement Department help candidates to present themselves confidently at the time of actual interview. We provide placement assistance to our students with the help of dedicated placement cell.
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