Machine Learning and Data Science

Machine Learning and Data Science

Machine Learning Training in Jaipur

MACHINE LEARNING AND DATA SCIENCE

The world has changed and setting up new process and method of doing their even more precisely we are changing our self into a machine and dependencies is increasing more than our imagination.

Overview

The Main purpose of training machine is to use their speed and capability. Most importantly machine can think and perform task like humans.

Goals

Python Programming for ML
Supervised based algo implementation
Tensor Flow and other frameworks learning
Learning pandas framework to handle data frames for machines
Matplotlib for graph plots with linear regression
Image recognition

Our Training Program Details

[ult_tab_element tab_style=”Style_3″ tab_animation=”Slide-Horizontal” tab_title_color=”#333333″ tab_background_color=”#ededed” tab_hover_title_color=”#ededed” tab_hover_background_color=”#333333″ acttab_title=”#ffffff” acttab_background=”#c5202e” tabs_border_radius=”0″ tab_describe_color=”#333333″ enable_bg_color=”#fcfcfc” container_border_style1=”border-style:none;|border-width:1px;border-radius:3px;|border-color:#e2e2e2;” title_font_style=”font-weight:bold;” title_font_size=”desktop:16px;” main_heading_font_family=”font_family:|font_call:”][single_tab icon=”Defaults-list-alt” title=”Course” tab_id=”course”]

Machine Learning with Data Science 30 Days

Course	:	Machine Learning
Certification By	:	TechieNest, An ISO 9001:2008 Certified Company
Study Material	:	Book free to each participant (Soft Copy)
FEE + (Tax)		INR 9500+1710= 11210/-
Duration		1 Months/ 50 Hours

Course Details

Machine Learning
DAY	TOPIC	DURATION
Day 1	Machine Learning Introduction to machine learning Understanding the need Understanding Big data and machine learning Running machine learning under linux platform Introduction to Redhat Enterprise linux Why linux is important for machine learning with respect to future Role of Python and R programming in this domain Basic Introduction of Python syntax and programming logics Deep dive with Supervised , Unsupervised and Reinforcement learning Algo discussion with use case Popular machine learning framework like tensorflow , scikit-learn	2 Hours
Day 2	Advance Python programming and its use case Basic of python and why python for machine learning Installation of software and libraries on different OS. Revising python concepts Advance python programming Hands-on with Python standard libraries GITHUB exposure	2 Hours
Day 3	Data Science Libraries Understanding & use of Various Open source libraries Importing various modules with different methods File handling with Python Working with Numpy Data types and its various Numerical operations Exploring various use cases of Numpy Hands-on with huge data using Numpy	2 Hours
Day 4	Pandas & Matplotlib Libraries Fundamentals of pandas Data frames and their operations .csv .xml and various files data import Data extraction, update and export Fundamentals of Matplotlib Various 2D & 3D graphs Data visualisation in various types of graphs Basics of Data Analtics	2 Hours
Day 5	Computer Vision & OpenCV Library Fundamentals of Computer Vision. Image Processing using Python. OpenCV library for various data operations. Working with live data. Computer Vision for various fields like AR, VR, ML etc. Morphological operations and Image Filtering & ROI Extractions. Color Marker Detection. Project 1 – Data Analytics using Python	2 Hours
Day 6	Machine Learning algorithms & Mathematics What’s an Algorithm and Machine Learning Implementation Various ML algos and their mathematics Categories of Machine Learning (Supervised & Unsupervised & Reinforcemenet) Classification, Regression & Clustering in ML Decision Tree, Naive Bayes,KNN,SVM,Haar Classifiers Linear & Logistic Regression K-Means Clustering Neural Network – ANN, CNN & RNN Scikit-Learn Library Fundamentals of the library Various commands and their usecase Working with the Algos… Classifiers What is Decision Tree? Implementation & its Prediction Experience Applying algo on various data sets ML with Decision Tree Results accuracy	2 Hours
Day 7	Naive Bayes Probability of Various Events Bayes Theorem Practice lab with Decision Tree algo and number of examples Training data with python using Naive Bayes/li> Deep dive with UCI Lab session for loading data from different apis Detecting data from numpy and converting for training and testing data Exercise with ML and others framework	2 Hours
Day 8	ML Continued with Real Data set Introduction to iris datasets Understanding iris datasets Modifying and loading with pandas Separating data with numpy Training classifier Algo data process view Decision Tree & Naive Bayes understanding & Results Comparisons	2 Hours
Day 9	K Nearest Neighbours – KNN algo) Understanding the Mathematics and working of KNN Implementing KNN by your Own Apply your own designed KNN on real datasets Comparing Designed KNN Results with Sklearn implementations Applications of KNN	2 Hours
Day 10	Regression (Linear Regression) Understanding functioning of the Algo and Its Mathematics Implementing algo and applying datasets to it Difference between Regression and Classification Working with the real datasets Stock exchange/GDP/Growth of the company analysis Writing various codes upon various datasets	2 Hours
Day 11	SVM (Supprt Vector Machine) Support Vector Classifier and Regression Understanding functioning of the Algo and Its Mathematics Understanding Hyperplanes and its various internal parameters Implementing algo and applying datasets to it Difference between Regression and Classification Working with the real datasets Writing various codes upon various datasets	2 Hours
Day 12	Clustering (K-Means) Unsupervised Learning Features and data vectors visualisation Various steps of algo implementation Understanding of Clusters and various types of Clustering Applying K-Means on datasets and their practical usecases Applications of Clustering and the algorithm	2 Hours
Day 13	Neural Network (NN) What’s Neural Network? Various Structures of NN Understanding Fundamentals and Various parameters of NN ANN,CNN and RNN Deep Dive with the Implementaion of NN on various datasets Applying CNN on Images Applications and its complexities over other algorithms Project 2:- Smart Machine Learning System	2 Hours
Day 14	Objects Detections Image processing and it’s various features for detection Haar Classifier and its fuctioning behind Cascading of features in Algorithm Implementation of Haar Classifier on different image datasets Realtime Object Detection Project 3:- Object Detection System	2 Hours
Day 15	Tensorflow Fundamentals of tensorflow What’s tensor and its flow graphs Datatypes and Data Optimizers Understanding Tensorflow from basics Implementing usecase using tensorflow Working on Realtime problem with Tensorflow and writing code for that	2 Hours
Day 16	Obejcts Recognitions Understanding of Features of Objects for Recognitions Working with Face Recognition Library Recognition encodings Various matching techniques for Recognition Working on improving Efficiency of the code Face Recognition System Biometric Advance Attendance System	2 Hours
Day 17	Projects Continued Project 6:- Smart Music App using ML & Python Project 7:- Building Security System	2 Hours
Day 18	API Integration with Python What is an API? What is Cloud & its Connections with Python? Google Python Libraries Speech Recognition Text to Speech Conversion Speech Recognition Exceptions Various API’s Integration for ML Project 8 :- Design & Development of your Personal Assistant	2 Hours
Day 19	ML over Cloud Various cloud platforms for ML Open Source Cloud for Features engineering Various features for a person analysis Registration and deletion of data over cloud Recognising images over cloud Project 9:- Gender & Expressions recognition system over cloud	2 Hours
Day 20	Weather & Other API’s Various weather API’s Data extration from the raw weather information Other API’s for data extraction from Web Web Scrapping using network libraries in python Data extration from Zomato/Ola/Amazon or other such big online platform Project 10:- Smart Weather App using ML & Python	2 Hours
Day 21	Natural Language Processing Concepts of Natural Language processing NLP libraries in Python Working with NLTK Words Extrations from the text Sentiment Analysis concepts Project 11:- Smart Talking System using ML	2 Hours
Day 22	Keras Library and Its Implementation Understanding wide range of Keras library Keras and its various structures for images Backend tensorflow mechanism for patern recognitions Deep learning models and their formations Deep learning models use case with ML for Expression Recognition Project 12:- Facial Expression Recognition System	2 Hours
Day 23	Deep Learning Concepts Understanding Deep Learning Various Concepts of Deep Learning How does these model work? How to prepare your own Models? Various problems to work with Deep Learning Project 13:- Preparation of Self Deep Learning Models using Custom datasets	2 Hours
Day 24	Data Science with R Basics of R Programming Data Types and its usecases in data science Functions and modules in R for data science Data Plotting using R Language Data Visualisation and Analysis with R	2 Hours
Day 25 & 26	Project Completion Query Session	2 Hours

Machine Learning with Data Science 45 Days

Course	:	Machine Learning
Certification By	:	TechieNest, An ISO 9001:2008 Certified Company
Study Material	:	Book free to each participant (Soft Copy)
FEE + (Tax)		INR 12500+2250=14750/-
Duration		50 Days/ 100 Hours

Course Details

Machine Learning
DAY	TOPIC	DURATION
Day 27	Seaborn Library for Graphical Data Visualisation Plotting Data Various Graphs and analysis Various Tactics and methods of graphs plotting Real Data sets visualisation Seaborn verses Matplotlib Seaborn Verses Tableau Project 14:- Data Analyics Software Development	2 Hours
Day 28	Advance Data Science and Analytics Advance tools and libraries for Data Science Data Mining, Custom Data Formation Data Scraping and Data pattern recognition Data Storage and Visualisation SQL databases and connections through python GITHUB exposure Software installations	2 Hours
Day 29	Image Data Analysis, Extraction and Manipulations Working with Python and Opencv Image Rescaling, Binarisation, Noise Removal Image Deskewing Transformations in images Analysis on various types of images Project 15:- Image content Deep Analysis	4 Hours
Day 30	Machine Learning with Data Science & Advance Computer Vision Text analysis in the images Words and characters ROI generation Various formulations for image data training sets Machine Learning with extracted image data Project 16:- Vehicle Number plate Detection Project 17:- Image to Text Conversions in Offline mode	4 Hours
Day 31	Deep Learning What’s Deep Learning and differ from Machine Learning? Deep neural Network Machine training and models Transfer Learning Ensemble Learning	4 Hours
Day 32 & 33	Artificial Neural Network (ANN) Deep learning using ANN ANN fundamentals and its network parameters Feed Forward mechanism Back Propagation in Neural networks Gradient Descent in Neural Networks Mathematical Approach and Analysis of ANN ANN Implementation on various data sets	4 Hours
Day 34 & 35	Recurrent Neural Network (RNN) Basics of RNN Problem solutions using RNN Deep learning using RNN Mathematics behind RNN RNN Implementation using Python Types of RNN	4 Hours
Day 36	Deep learning Models Preparation Various Architecture for DL models Custom Datasets formations Data preprocessing Data Augmentation Informative Data Extractions Preparing your own DL Models for Machine Learning	2 Hours
Day 37 & 38	Deep Learning using Keras Deep Dive with Keras Implementation of custom keras layers, loss functions Custom data generators Keras implementation using python on images DL models preparation using Keras	2 Hours
Day 39	Project 18 : Stock price Prediction Project 19 : Personalized assistant Project Completion Query Session	2 Hours

Machine Learning with Data Science 60 Days

Course	:	Machine Learning
Certification By	:	TechieNest, An ISO 9001:2008 Certified Company
Study Material	:	Book free to each participant (Soft Copy)
FEE + (Tax)		INR 15000+2700= 17700/- Taxes
Duration		50 Days/ 100 Hours

Course Details

Machine Learning
DAY	TOPIC	DURATION
Day 40	Tensorflow 2.0 Eager Tensor Tensorflow datasets and TFRecords Learning rate scheduling Multi GPU training	2 Hours
Day 41	Caffe Deep Learning Framework Fundamentals of the library Caffe implementation using Python Project 20 : Image Colorization	2 Hours
Day 42	Pytorch Deep Learning Framework Pytorch a Python Library Fundamentals of the library Pytorch Vs Caffe Vs Tensorflow DL using Pytorch Project 21 : Artistic style transfer	2 Hours
Day 43 & 44	Natural Language Processing (NLP) with Deep Learning Word and sentence extraxtions Meaningful clusters formations NLP using Python Project 22: Toxic comment classification	4 Hours
Day 45 & 46	Reinforcement Learning Q-Learning Implentation of Q-Learning with Python. Priortized Experince Replay. Dual Deep Q-Learning. Project 23: CartPole Self Balancing agent	4 Hours
Day 47 & 48	Project 24:- Advance Face Recogntion System Project 25:- Self Learning System Project 26:- Jarvis 2.0	4 Hours
Day 49 & 50	Project 27:- ML for Emotions Detection Project 28:- ML in AR & VR	4 Hours
Day 51 & 52	Project 29:- Advance Recommendation System using ML Project completion & query session	4 Hours

[/single_tab][single_tab icon=”Defaults-cog gear” title=”Highlights” tab_id=”kit”]

HIGHLIGHTS OF THE COURSE

For 30 Days Course(4 Weeks)

Basic ML Algorithms(Decision Tree, Naïve Bayes, SVM, Regression,etc)
Data science modules(Numpy, Pandas, Matplotlib)
Basics of Image Processing, Speech Recognition
Neural Network and NLP
Tensorflow with Keras module
Data science with R

13 + Projects Covered

For next 15 Days Course(5-6th Week)

Advanced Data visualisation using Seaborn
Advanced Image Processing
ANN,RNN
Train our model with transfer learning

6+ Projects Covered

For next 15 Days Course(7-8th Week)

Basic of Tensorflow 2.0
Deep Learning Framework(Caffe,Pytorch)
Advanced NLP
Reinforcement Learning

10+ Projects Covered

* Apart from the course content, we are organizing special session on resume writing, soft skills, personality development and mock interview sessions for our techies.

[/single_tab][single_tab icon=”Defaults-sign-out” title=”How to Enroll” tab_id=”enroll”]

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: PayUmoney gateway

Bank Account Details –

TechieNest Pvt Ltd

Indusind Bank Limited

Malviya Nagar

Jaipur ( Rajasthan)

Account No : 201000689491

IFSC: INDB0000592

Paytm Number – 9251494002

Step 3

Update us regarding your fee payment by sending picture/scan copy of bank receipt to: [email protected] and you will receive a confirmation mail on your mail id.

[/single_tab][single_tab icon=”Defaults-money” title=”Fee & Discount” tab_id=”fee”]

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

[/single_tab][single_tab icon=”Defaults-bookmark” title=”Certification” tab_id=”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.

[/single_tab][single_tab icon=”Defaults-map-marker” title=”Center” tab_id=”center”]

[bsf-info-box icon_type=”custom” icon_img=”id^352758|url^http://techienest.in/wp-content/uploads/2018/08/jaipur.png|caption^null|alt^null|title^jaipur|description^null” img_width=”150″ icon_animation=”pulse” title=”Jaipur Center” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#cd202e” desc_font_color=”#333333″]

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

Phone : +91-7340033094

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^352757|url^http://techienest.in/wp-content/uploads/2018/08/hyderabad.png|caption^null|alt^null|title^hyderabad|description^null” img_width=”150″ icon_animation=”pulse” title=”Hyderabad Center” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#cd202e” desc_font_color=”#333333″]

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

Phone : +91-7340033092

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^352759|url^http://techienest.in/wp-content/uploads/2018/08/raipur.png|caption^null|alt^null|title^raipur|description^null” img_width=”150″ icon_animation=”pulse” title=”Raipur Center” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#cd202e” desc_font_color=”#333333″]

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

Phone : +91-9251494002

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^357750|url^http://techienest.in/wp-content/uploads/2019/03/delhi1.png|caption^null|alt^delhi1|title^delhi1|description^null” img_width=”150″ icon_animation=”pulse” title=”Delhi Center” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#cd202e” desc_font_color=”#333333″]

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

Phone : +91-9251494002

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^357748|url^http://techienest.in/wp-content/uploads/2019/03/lucknow.png|caption^null|alt^lucknow|title^lucknow|description^null” img_width=”150″ icon_animation=”pulse” title=”Lucknow Center” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#cd202e” desc_font_color=”#333333″]

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

Phone : +91-9251494002

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^357747|url^http://techienest.in/wp-content/uploads/2019/03/Jalandhar.png|caption^null|alt^Jalandhar|title^Jalandhar|description^null” img_width=”150″ icon_animation=”pulse” title=”Jalandhar Center” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#cd202e” desc_font_color=”#333333″]

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

Phone : +91-6350615477, +91-9251494002

[/bsf-info-box]

[/single_tab][/ult_tab_element]

Why TechieNest ?

[bsf-info-box icon_type=”custom” icon_img=”id^352707|url^http://techienest.in/wp-content/uploads/2018/08/01.png|caption^null|alt^null|title^01|description^null” img_width=”48″ title=”Certified Organization” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#ffffff” desc_font_color=”#ffffff”]

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

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^352708|url^http://techienest.in/wp-content/uploads/2018/08/02.png|caption^null|alt^null|title^02|description^null” img_width=”48″ title=”350+ Colleges” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#ffffff” desc_font_color=”#ffffff”]

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

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^352709|url^http://techienest.in/wp-content/uploads/2018/08/03.png|caption^null|alt^null|title^03|description^null” img_width=”48″ title=”Work Ideology” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#ffffff” desc_font_color=”#ffffff”]

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

[/bsf-info-box]

[bsf-info-box icon_type=”custom” icon_img=”id^352710|url^http://techienest.in/wp-content/uploads/2018/08/04.png|caption^null|alt^null|title^04|description^null” img_width=”48″ title=”Creating “Techie-Brains”” heading_tag=”h5″ read_more=”box” pos=”top” title_font_color=”#ffffff” desc_font_color=”#ffffff”]

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

[/bsf-info-box]

Request call From Us

Drop an email at [email protected]

or

Raise a Query Here

[contact-form-7 id=”75″]

Express Fee Payment System for Training Program Netbanking/Debit Card/Credit Card

For Assistance Call

+91-9251494002, +91-7340033091

Pay Instantly with Credit Card/ Debit Card/ Net Banking from any of the following gateway

Make Payment

For Assistance Mail

Mail us : [email protected]

We’ll be glad to help
Contact us