Artificial Intelligence

Artificial Intelligence Training in Jaipur

AI is any technique, code or algorithm that enables machines to develop, demonstrate and mimic human cognitive behavior or intelligence and hence the name “Artificial Intelligence”. Some of the most successful applications of AI around us can be seen in Robotics, Computer Vision, Virtual Reality, Speech Recognition, Automation, Gaming and so on…

Artificial Intelligence is constantly pushing the boundaries of what machines are capable of. The Main purpose of training real time smart machine is to use their speed and capability. Most importantly machine can think and perform task like humans. By this course student will be able to design and develop an advance AI System.

Artificial Intelligence

Course	:	Artificial Intelligence
Certification By	:	TechieNest, An ISO 9001:2008 Certified Company
Study Material	:	Book free to each participant (Soft Copy)
Fee	:	INR 15000/-+ 18% Tax =INR 17700/-
Duration	:	45 Days

Course Details

Artificial Intelligence
Week	TOPIC
1	Introduction of Artificial Intelligence History of Artificial Intelligence Why do we need Artificial Intelligence Applications of Artificial Intelligence Future scope of Artificial Intelligence Difference between Machine Learning and Deep Learning Rise of Deep Learning Types of Machine Learning Classification and Regression Machine Learning Libraries Projects- 1. Classify Cancer Disease using KNN classifier 2. Classify Banknote using Decision Tree Classifier 3. House Price Prediction with Regression
2	What is Neural Net Understanding the concept of Neural Net Understanding Backpropagation Algorithm Understanding Gradient Descent Algorithm Gradients Learning Rate Gradient Clipping Local minima Global minima Batches Epochs Steps per epoch What is Cost / Objective / Loss function Understanding Feed Forward Neural Nets Project Wine Classification using Neural Networks in Numpy
3	What is Convolutional Neural Network Where do we use Convolutional Neural Network Understanding Convolutional Neural Network Batch Normalization Separable Convolution Depthwise Convolution Fully Connected Layers Deconvolution Max Pooling Min Pooling Global Average Pooling What is Recurrent Neural Network Where do we use Recurrent Neural Network Types of Recurrent Neural Network Long Short Term Memory (LSTM) Gated Recurrent Unit (GRU) Tokenization in Natural Language Processing Lemmatization in Natural Language Processing Stemming in Natural Language Processing Project 5.Classify Handwritten digits using Convolutional Neural Network in Numpy Generating Text using LSTM in Numpy
4	Talking about Deep Learning Frameworks Basics of Tensorflow/Keras Eager Tensors in Tensorflow Tensorflow Dataset Tfrecords in Tensorflow Dataset Loading different types of data in Tensorflow Dataset Data Augmentation in Tensorflow Dataset Optimizers in Tensorflow Learning Rate Scheduling in Tensorflow Understanding the workflow of Tensorflow Pros and Cons of Tensorflow Basics of Pytorch Torch tensors Torch nn module Data Loading in Pytorch Backpropagation in Pytorch Optimizers in Pytorch Learning Rate Scheduling in Pytorch Data Augmentation in Pytorch Understanding the workflow of Pytorch Dynamic Graphs Autograd Variables Cuda Tensors Pros and Cons of Pytorch Visualize Learning through Tensorboard Generative Adversarial Networks Discriminator Generator Project 7.Fashion product Image Classification in Tensorflow 2.0 and Pytorch 8.IMDB Movie Review Sentiment Analysis in Tensorflow 2.0 and Pytorch 9.Artistic Style Transfer in Tensorflow 2.0 and Pytorch Generate Faces through StyleGAN in Tensorflow 2.0 and Pytorch
5	What is Reinforcement Learning Why do we need Reinforcement Learning Where do we use Reinforcement Learning Applications of Reinforcement Learning Basics of Reinforcement Learning Model-based Reinforcement Learning Policy-based Reinforcement Learning Exploitation and Exploration in Reinforcement Learning Markov Decision Process Deep Q-Learning Algorithm in Reinforcement Learning Dual Deep Q-Learning in Reinforcement Learning Experience Replay in Reinforcement Learning Deep Reinforcement Learning Frameworks OpenAI Gym Google Dopamine Project 11.Play Mountain Car with Reinforcement Learning 12.Build a Taxi Driving Agent with Reinforcement Learning 13.Stock Price Prediction with Reinforcement Learning
6	Transfer Learning Ensemble Learning Hyperparameters Tuning Knowledge Distillation in Deep Learning Underfitting and Overfitting Oversampling and Undersampling Mixed Precision Training Neural Architecture Search Weights Pruning and Quantization Project 14.Train YoloV3 to detect custom objects 15.Build AutoML network which automatically develop neural architecture based on dataset Optimize and Deploy Human Pose Estimation model on mobile devices

PRE-REQUISITIES- Student must have sufficient knowledge of the below topics in
order to learn Artificial Intelligence.

– Basics of Python
– Basics of Numpy
– Basics of Pandas
– Basics of Matplotlib
– Basics of OpenCV
– Basics of Keras
– Machine Learning Algorithms

K-Nearest Neighbors
Naive Bayes Classifier
Regression
Support Vector Machines

Step 1

Register online for any desired course, duration & location of your training course & obtain a Registration-ID. Registration-ID is a Unique Registration Number which is generated by our system after successful registration for training A student can have multiple IDs for multiple courses & batches. It is displayed while successful registration and it is also mailed to you immediately after registration by our server. if you don’t find it in your mail then, please check your SPAM folder or junk folder of your mail ID.

Step 2

Please deposit your Course fee to any one of our payment gateway/ Bank Account/ paytm.

Payment Gateway link: Pay through PayUmoney

Bank Account Details –

A/C Name: TechieNest Pvt. Ltd.
Bank A/C No: 201000689491
IFSC: INDB0000592
Bank Name: Indusind Bank Limited
Address: Malviya Nagar, Jaipur ( Rajasthan)

Paytm Number – 9251494002

Step 3

Update us regarding your fee payment by sending picture/scan copy of bank receipt to: training@techienest.in and you will receive a confirmation mail on your mail id.

When someone says yes you can do it….it means you can achieve it and when you decide to take an action we come with the surprising offers:

1. Group Discount:

Offer code: TNGD-5
Offer code: TNGD-10
Offer code: TNGD-15

If a group size is of: 5 -10 then 5% discount on training
10-20 then 10% discount on training
20 and above then 15% discount on training

2. Referral Offer:

Offer code: TNR3
Offer code: TNR5

3% additional discount to the person who is referring
5% additional discount to the one who is being referred

3. For Former students up to 15% off:

Offer code: TNFS15

There will be 15% discount on students who already did training

4. Previous Workshop attended students 5% off:

Offer code: TNPW5

5. 5% additional Discount for Campus Ambassador:

Offer code: TNA5

Certification

All participants will get Certificate from TechieNest Pvt. Ltd. in association with Aavriti’18 IIT Bombay

Why TechieNest

Vast experience of having conducted Big Outreach Workshop collaborating with over 300+ colleges in all over India including IIT Bombay, IIT Hyderabad, IIT Bhubaneswar, IIT Jodhpur, IIT Mandi, NIT Raipur, MNIT Jaipur, MANIT Bhopal, NIT Jalandhar, NIT Patna, NIT Srinagar, IIIT Kalyani, BITS Pilani and likewise.
Trained more than 20,000 students in the field of EMBEDDED SYSTEMS & ROBOTICS, MATLAB & Machine Vision, Internet of Things, PLC_SCADA, PYTHON, C/C++, Andriod, VLSI & VHDL, JAVA and such top notch courses.
Our trainers are efficient in Raspberry pi, Arduino, PLCs, etc. which forms essential hardware in Electronic Industries nowadays.
Outreach workshop partner of Sanchaar-Wissenaire’18, IIT Bhubaneswar, 2017-18
Zonal workshop partner of Techkriti’18 IIT Kanpur, 2017-2018
Outreach workshop partner of Techfest’15 IIT Bombay & Techfest’16 IIT Bombay
Zonal workshop partner of Techkriti’17 IIT Kanpur, 2016-2017
Outreach workshop & Training partner of nVision’17 IIT Hyderabad, 2016-17
Outreach workshop partner of Ignus’17 IIT Jodhpur, 2016-17
AIRC’18 (All India Robotics Championship) in association with Techkriti’18 IIT Kanpur.
AIRC’17 (All India Robotics Championship) in association with nVision’17 IIT Hyderabad, 2016-17
Offering Project Based Training, Projects on Demand, Corporate Projects, Commercial Projects, and Consultancy in Engineering Projects.
Dedicated 24×7 R&D lab.
Trained over 50+ international students in TechieNest Technology Transfer Program 2014-15.
TechieNest has Research Engineers having excellent research aptitude, teaching pedagogy who illustrates their finding through practical demos during workshop/training.
Manufacturer of Electronic products delivering the same across the country.

Jaipur Center

Address : Plot No. 262, Muktanand Nagar, Opp. Pooja Tower, Gopalpura Mode, Jaipur (302018), Rajasthan(India)

Phone : +91-7340033094

Hyderabad Center

Address : CYBERAEGIS 7-4 & 7-5, Srigiri Complex Dilsukhnagar, Main road Hyderabad 500060

Phone : +91-7340033092

Raipur Center

Address : SIMPLY C COMPUTERS (IT) Pvt. Ltd. Opp Vandana Auto Raod, Near Nagar Nigam Water Tank, Idgahabhata Road, Raipur

Phone : +91-9251494002

Delhi Center

Address : 114,3rd Floor, Veer Savarkar Block, Vikash Marg, Nirman Vihar, Opposite metro Pillar no 58, Delhi – 110092

Phone : +91-9251494002

Lucknow Center

Address : BBDNIIT, Faizabad Rd, Atif Vihar, Lucknow, Uttar Pradesh 226028

Phone : +91-9251494002

Jalandhar Center

Address : Lovely Professional University, Jalandhar – Delhi G.T. Road, Phagwara, Punjab 144411

Phone : +91-6350615477, +91-9251494002

Course

Artificial Intelligence

Course	:	Artificial Intelligence
Certification By	:	TechieNest, An ISO 9001:2008 Certified Company
Study Material	:	Book free to each participant (Soft Copy)
Fee	:	INR 15000/-+ 18% Tax =INR 17700/-
Duration	:	45 Days

Course Details

Artificial Intelligence
Week	TOPIC
1	Introduction of Artificial Intelligence History of Artificial Intelligence Why do we need Artificial Intelligence Applications of Artificial Intelligence Future scope of Artificial Intelligence Difference between Machine Learning and Deep Learning Rise of Deep Learning Types of Machine Learning Classification and Regression Machine Learning Libraries Projects- 1. Classify Cancer Disease using KNN classifier 2. Classify Banknote using Decision Tree Classifier 3. House Price Prediction with Regression
2	What is Neural Net Understanding the concept of Neural Net Understanding Backpropagation Algorithm Understanding Gradient Descent Algorithm Gradients Learning Rate Gradient Clipping Local minima Global minima Batches Epochs Steps per epoch What is Cost / Objective / Loss function Understanding Feed Forward Neural Nets Project Wine Classification using Neural Networks in Numpy
3	What is Convolutional Neural Network Where do we use Convolutional Neural Network Understanding Convolutional Neural Network Batch Normalization Separable Convolution Depthwise Convolution Fully Connected Layers Deconvolution Max Pooling Min Pooling Global Average Pooling What is Recurrent Neural Network Where do we use Recurrent Neural Network Types of Recurrent Neural Network Long Short Term Memory (LSTM) Gated Recurrent Unit (GRU) Tokenization in Natural Language Processing Lemmatization in Natural Language Processing Stemming in Natural Language Processing Project 5.Classify Handwritten digits using Convolutional Neural Network in Numpy Generating Text using LSTM in Numpy
4	Talking about Deep Learning Frameworks Basics of Tensorflow/Keras Eager Tensors in Tensorflow Tensorflow Dataset Tfrecords in Tensorflow Dataset Loading different types of data in Tensorflow Dataset Data Augmentation in Tensorflow Dataset Optimizers in Tensorflow Learning Rate Scheduling in Tensorflow Understanding the workflow of Tensorflow Pros and Cons of Tensorflow Basics of Pytorch Torch tensors Torch nn module Data Loading in Pytorch Backpropagation in Pytorch Optimizers in Pytorch Learning Rate Scheduling in Pytorch Data Augmentation in Pytorch Understanding the workflow of Pytorch Dynamic Graphs Autograd Variables Cuda Tensors Pros and Cons of Pytorch Visualize Learning through Tensorboard Generative Adversarial Networks Discriminator Generator Project 7.Fashion product Image Classification in Tensorflow 2.0 and Pytorch 8.IMDB Movie Review Sentiment Analysis in Tensorflow 2.0 and Pytorch 9.Artistic Style Transfer in Tensorflow 2.0 and Pytorch Generate Faces through StyleGAN in Tensorflow 2.0 and Pytorch
5	What is Reinforcement Learning Why do we need Reinforcement Learning Where do we use Reinforcement Learning Applications of Reinforcement Learning Basics of Reinforcement Learning Model-based Reinforcement Learning Policy-based Reinforcement Learning Exploitation and Exploration in Reinforcement Learning Markov Decision Process Deep Q-Learning Algorithm in Reinforcement Learning Dual Deep Q-Learning in Reinforcement Learning Experience Replay in Reinforcement Learning Deep Reinforcement Learning Frameworks OpenAI Gym Google Dopamine Project 11.Play Mountain Car with Reinforcement Learning 12.Build a Taxi Driving Agent with Reinforcement Learning 13.Stock Price Prediction with Reinforcement Learning
6	Transfer Learning Ensemble Learning Hyperparameters Tuning Knowledge Distillation in Deep Learning Underfitting and Overfitting Oversampling and Undersampling Mixed Precision Training Neural Architecture Search Weights Pruning and Quantization Project 14.Train YoloV3 to detect custom objects 15.Build AutoML network which automatically develop neural architecture based on dataset Optimize and Deploy Human Pose Estimation model on mobile devices

Highlights

PRE-REQUISITIES- Student must have sufficient knowledge of the below topics in
order to learn Artificial Intelligence.

– Basics of Python
– Basics of Numpy
– Basics of Pandas
– Basics of Matplotlib
– Basics of OpenCV
– Basics of Keras
– Machine Learning Algorithms

K-Nearest Neighbors
Naive Bayes Classifier
Regression
Support Vector Machines

How to Enroll

Step 1

Step 2

Please deposit your Course fee to any one of our payment gateway/ Bank Account/ paytm.

Payment Gateway link: Pay through PayUmoney

Bank Account Details –

A/C Name: TechieNest Pvt. Ltd.
Bank A/C No: 201000689491
IFSC: INDB0000592
Bank Name: Indusind Bank Limited
Address: Malviya Nagar, Jaipur ( Rajasthan)

Paytm Number – 9251494002

Step 3

Update us regarding your fee payment by sending picture/scan copy of bank receipt to: training@techienest.in and you will receive a confirmation mail on your mail id.

Fee & Discount

When someone says yes you can do it….it means you can achieve it and when you decide to take an action we come with the surprising offers:

1. Group Discount:

Offer code: TNGD-5
Offer code: TNGD-10
Offer code: TNGD-15

If a group size is of: 5 -10 then 5% discount on training
10-20 then 10% discount on training
20 and above then 15% discount on training

2. Referral Offer:

Offer code: TNR3
Offer code: TNR5

3% additional discount to the person who is referring
5% additional discount to the one who is being referred

3. For Former students up to 15% off:

Offer code: TNFS15

There will be 15% discount on students who already did training

4. Previous Workshop attended students 5% off:

Offer code: TNPW5

5. 5% additional Discount for Campus Ambassador:

Offer code: TNA5

Certification

Certification

All participants will get Certificate from TechieNest Pvt. Ltd. in association with Aavriti’18 IIT Bombay

Why TechieNest

Vast experience of having conducted Big Outreach Workshop collaborating with over 300+ colleges in all over India including IIT Bombay, IIT Hyderabad, IIT Bhubaneswar, IIT Jodhpur, IIT Mandi, NIT Raipur, MNIT Jaipur, MANIT Bhopal, NIT Jalandhar, NIT Patna, NIT Srinagar, IIIT Kalyani, BITS Pilani and likewise.
Trained more than 20,000 students in the field of EMBEDDED SYSTEMS & ROBOTICS, MATLAB & Machine Vision, Internet of Things, PLC_SCADA, PYTHON, C/C++, Andriod, VLSI & VHDL, JAVA and such top notch courses.
Our trainers are efficient in Raspberry pi, Arduino, PLCs, etc. which forms essential hardware in Electronic Industries nowadays.
Outreach workshop partner of Sanchaar-Wissenaire’18, IIT Bhubaneswar, 2017-18
Zonal workshop partner of Techkriti’18 IIT Kanpur, 2017-2018
Outreach workshop partner of Techfest’15 IIT Bombay & Techfest’16 IIT Bombay
Zonal workshop partner of Techkriti’17 IIT Kanpur, 2016-2017
Outreach workshop & Training partner of nVision’17 IIT Hyderabad, 2016-17
Outreach workshop partner of Ignus’17 IIT Jodhpur, 2016-17
AIRC’18 (All India Robotics Championship) in association with Techkriti’18 IIT Kanpur.
AIRC’17 (All India Robotics Championship) in association with nVision’17 IIT Hyderabad, 2016-17
Offering Project Based Training, Projects on Demand, Corporate Projects, Commercial Projects, and Consultancy in Engineering Projects.
Dedicated 24×7 R&D lab.
Trained over 50+ international students in TechieNest Technology Transfer Program 2014-15.
TechieNest has Research Engineers having excellent research aptitude, teaching pedagogy who illustrates their finding through practical demos during workshop/training.
Manufacturer of Electronic products delivering the same across the country.

Center

Jaipur Center

Address : Plot No. 262, Muktanand Nagar, Opp. Pooja Tower, Gopalpura Mode, Jaipur (302018), Rajasthan(India)

Phone : +91-7340033094

Hyderabad Center

Address : CYBERAEGIS 7-4 & 7-5, Srigiri Complex Dilsukhnagar, Main road Hyderabad 500060

Phone : +91-7340033092

Raipur Center

Address : SIMPLY C COMPUTERS (IT) Pvt. Ltd. Opp Vandana Auto Raod, Near Nagar Nigam Water Tank, Idgahabhata Road, Raipur

Phone : +91-9251494002

Delhi Center

Address : 114,3rd Floor, Veer Savarkar Block, Vikash Marg, Nirman Vihar, Opposite metro Pillar no 58, Delhi – 110092

Phone : +91-9251494002

Lucknow Center

Address : BBDNIIT, Faizabad Rd, Atif Vihar, Lucknow, Uttar Pradesh 226028

Phone : +91-9251494002

Jalandhar Center

Address : Lovely Professional University, Jalandhar – Delhi G.T. Road, Phagwara, Punjab 144411

Phone : +91-6350615477, +91-9251494002

Why TechieNest ?

Certified Organization

TechieNest is a certified ISO 9001:2008, technology service provider and training organization.

350+ Colleges

Our team has successfully delivered the impactful service to more than 350 colleges, including prestigious institutions..

Work Ideology

TechieNest is moving ahead with an ideology where practical and theory are equally emphasized.

Creating “Techie-Brains”

In the vast growing ‘Technical Era’ we are rising with a mission to expand the set boundaries..

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