<div style="margin:20px 0 0 200px"> To view the site, enable JavaScript by changing your browser options, then <a href="">Try Again</a>.</div>
EC-Council Accredited Training Center
Machine Learning Using Python

Machine learning is the scientific study of algorithms and statistical models that computer systems use to perform a specific task without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence.

Python is an interpreted, high-level, general-purpose programming language.

Python is a perfect minimalistic and intuitive language with a full-featured library line (also called frameworks) which significantly reduces the time required to get the first grasp of Machine learning.

5.0
Course Rating

View All Reviews »

2500+
Students Enrolled and Counting…

Full List of Alumni »

Why learn Machine Learning Using Python?

Assists in
Accurate Sales Forecasts

Course Syllabus »

Facilitates
Accurate Medical Predictions
and Diagnoses

Simplifies
Time-Intensive Documentation
in Data Entry

Improves Precision of
Financial Rules And Models

Jobs »

Basic Level

Duration

Duration

40 hours

Eligibility

Eligibility

  1. Good knowledge of Mathematics(Undergraduate)
  2. Good understanding of Python programming
Course Fees

Course Fees

Class Room Training

Rs.16,000/-
Inclusive of all taxes

Online Training

Rs.26,000/-
Rs.16,000/-
Inclusive of all taxes

Advanced Level

Duration

Duration

40 hours

Eligibility

Eligibility

  1. Basic Knowledge of Machine Learning
  2. Good knowledge of Mathematics(Undergraduate)
  3. Good understanding of Python programming
Course Fees

Course Fees

Class Room Training

Rs.16,000/-
Inclusive of all taxes

Online Training

Rs.26,000/-
Rs.16,000/-
Inclusive of all taxes

What You Will Get?

40 Hours
of in depth training by the best Data Scientists

Study Materials

Machine Learning
Certificate of Completetion after examination and alumni status

Course Benefits:

  1. Simplifies Product Marketing
  2. Easy Spam Detection

Course Details

  1. The duration of the course is 40 hours
  2. The course fee is Rs.16,000/- for classroom and Rs.26,000/- Rs.16,000/- for online
  3. The course is administered in theory as well as practice

Basic Level

Introduction2 Hours - 4 Topics
  • What is Machine Learning (Day 1)
  • Why Machine Learning (Day 1)
  • Application of Machine Learning (Day 1)
  • Data and Data Preprocessing (Day 1)
  • Simple Linear Regression (Day 5)
  • Multiple Linear Regression (Day 5)
  • Polynomial Regression (Day 5)
  • Support Vector Regression (SVR) (Day 6)
  • Decision Tree Regression (Day 6)
  • Random Forest Regression (Day 7)
  • Regression Models Performance (Day 7)
  • Logistic Regression (Day 8)
  • K-Nearest Neighbors (K-NN) (Day 8)
  • Support Vector Machine (SVM) (Day 9)
  • Kernel SVM (Day 9)
  • Classification Models Performance (Day 9)
  • K-Means Clustering (Day 10)
  • Hierarchical Clustering (Day 11)
  • Principal Component Analysis (PCA) (Day 14)
  • Linear Discriminant Analysis (LDA) (Day 14)
  • Kernel PCA (Day 14)
  • Model Selection (Day 15)
  • XGBoost (Day 15)

Advanced Level

Introduction 2 Hours - 4 Topics
  • Introduction to Advanced Machine Learning (Day 1)
  • Supervised Learning (Day 1)
  • Unsupervised Learning (Day 1)
  • Data and Data Preprocessing (Day 1)
Machine Learning Revisited 2 Hours - Day 2
  • Naive Bayes (Day 3)
  • Decision Tree Classification (Day 3)
  • Random Forest Classification (Day 4)
  • Classification Models Performance (Day 5)
  • Aprion (Day 6)
  • Eclat (Day 7 & 8)
  • Upper Confidence Bound (UCB) (Day 9)
  • Thompson Sampling (Day 10)
  • Artificial Neural Networks (Day 11)
  • Convolutional Neural Networks (Day 12)
  • Random Variable (Day 13)
  • Mean and variance (Day 13)
  • Probability (Day 13)
  • Conditional Probability (Day 14)
  • Bays Theorem (Day 14)
  • Estimation (Day 14)
  • Sampling (Day 14)
  • Data Exploration (Day 15)
  • Spam Filtering (Day 15)

Hacking Tutorials

Read All Tutorials »
Building a career in Digital Forensics - How promising is the future? A thorough career guide
Building a career in Digital Forensics - How promising is the future? A thorough career guide
Read Details »

Hacking Videos

Explore All Videos »
How to Hiding Your Secret File using Steganography?
View On Youtube »

Get In Touch



Captcha

Related Course


Enroll Now »
Know Your Faculty
Mr. Sandeep Sengupta
Mr. Sandeep Sengupta
CISA, Certified Ethical Hacker, ISO 27001:2013 Lead Auditor, Lead Privacy auditor, GDPR Implementer

21 years of experience working in India, New Zealand & Singapore; in Information Security domain as Ethical Hacker, ISO 27001 Lead Auditor / Tutor, BS 10012 Privacy Lead Auditor, Mr. Sandeep Sengupupta has conducted security audit in companies like ONGC, KPMG, PWC, Airtel, Vodafone, Accenture, Capgemini, Vedanta, PayU, Bandhan Bank, ABP, etc.

He has been invited as a speaker at FICCI, VIT (Vellore), Nasscom, CII, BCCI, ICAI, ISACA, FICCI, CeBIT, US High Commission (Kolkata), etc. He has taken part in several Television shows on ABP, ETV, NDTV, AajTak, Times Now, etc. In 2005, Sandeep founded the online community "Hackers Library"; which had 80,000+ members, making it the largest Indian online forum for cyber-security professionals at its time. Mr. Sengupta is the committee member at Nasscom (East) & CII ICT-East.

Mr. Kirit Sankar Gupta
Mr. Kirit Sankar Gupta
B. Tech (IT), OSCP, CEH 10.0, CHFI 9.0, ISO Certified Lead Security Incident Manager (ISO/IEC 27035), ISO Certified Lead Forensic Examiner (CLFE), CCNA, CCNP

A Penetration Tester with 6 years of experience, Kirit has the expertise in Mobile Application Pentesting Network, IoT Penetration Testing, Source-code review, Fuzzing, Red teaming, Social Engineering, Digital Forensics and Incident Response, Dev(Sec)Ops, Malware Analysis as well as SOC analysis. He has been acknowledged for reporting critical vulnerabilities to Uber, Apple, Flipkart, and MIT. Mr. Kirit Sankar Gupta is the member of Data Security Council of India (Kolkata).

Mr. Sanchayan Bhaumik
Mr. Sanchayan Bhaumik
ME (Jadavpur University), MCA (WBUT), CEH, CHFI, CEI

With 7 years of experience in Information Security audit and Forensic Investigation, Mr. Sanchayan Bhaumik is working as Information Security Analyst at ISOEH and has successfully conducted various Vulnerability Assessment and Penetration Testing / audit, as well as Forensic Investigation for leading corporate houses and Government entities.

He has worked as an Assistant Professor at Sikkim Manipal University & Guest Faculty at National Institute of Pharmaceutical Education and Research. His research domain is AI, Machine Learning and Cryptography. He has presented several research papers in international conferences. At ISOEH his job profile includes VAPT, Forensic Assignments & Teaching advance courses on penetration testing, creating hacking tools using python, AI & ML.

Mr. Saumitra Biswas
Mr. Saumitra Biswas
M Tech - Computer Science, MSc (Statistics), GATE qualified

Mr. Saumitra Biswas is M.Tech in computer science from Netaji Subhash Engineering College, GATE qualified in computer science and a MSC in statistics from Kalyani University. He has 20 years of experience. His technical interests include Machine Learning, Neural Networks, Genetic Algorithms and Object Oriented Programming. He is skilled in C, C++, C#, Dotnet, Java, Python, Matlab, Unix, MS Windows XP, Windows 7, My SQL, Oracle, MS Access, HTML, XML, CSS and PHP. He take classes on AI & ML in ISOAH, as well as act as mentors to interns & project trainees.

Ms. Amrita Acharya
Ms. Amrita Acharya
M Tech in CSE, ISO 27001 Lead Auditor (IRCA/BSI)

After completion of her Master degree, she has worked with ISOAH as an intern for few years before joining full time as secuity analyst. She has been involved in internal audit, policy design, ISMS consultancy for more than 2 years. She is well versed in Kali Linux, Nmap, Metasploit, ITGC, ISO 27001 & COBIT framework. ISOAH clients she has provided active consultancy are CESC, Diadem, Lexplosion, Diamond Beverages, etc. As part of her hobby, she has been a professional model in her free time.

Mr. Subhendu Bhadra
Mr. Subhendu Bhadra
ECSA, CEH, CCNA, Android Pentesting, Reverse Engineering

A Certified Ethical Hacker & CCNA, Mr. Subhendu Bhadra has expertise in exploit writing using Python, Ruby and Bash and is working as a Information Security Analyst and Faculty at ISOEH. Passionate about gadgets and technology, he has created several projects using Arduino. Well versed with networking and various programming languages, Suvendu is developing new hacking tools using Python.

Mr. Anubhav Kettry
Mr. Anubhav Khettry
Certificate EC-Council Instructor(CEIv2), CEH, CHFI

Anubhav Khettry is a Certified Ethical Hacker. His area of interest includes Network Penetration Testing (NPT), Web Application Penetration Testing (WAPT) & RDBMS concepts. He is currently a part of ISOEH as Information Security Analyst and faculty.

Mr. Avirup Ukil
Mr. Avirup Ukil
CEH, CHFI

Information Security Analyst & Faculty. His research domain is python (Network programming and hacking toolkits), privilege escalation attack & mitigation, advance penetration testing.

Mr. Sagar Neogi
Mr. Sagar Neogi
MCA, CEH

Sagar Neogi is a Certified Ethical Hacker (CEH). His area of interest is Python, Reverse Engineering, Vulnerability Assessment and Penetration Testing. He is proficient in network design & hardening. He has a passion for teaching & likes to guide students to apply cyber security knowledge in the real-life scenario. He is currently a part of ISOEH as a faculty member & research analyst.

Mr. Somdeb Chakraborty
Mr. Somdeb Chakraborty
CEH, CCNA, Android Development

Somdeb Chakraborty is a Certified Ethical Hacker (CEH), whose expertise lies in penetration testing. His areas of interest are Networking, Python, Vulnerability Assessment and Penetration Testing. He is also CCNA Global Certified (CISCO ID# CSCO13549504). Previously he worked as a software and web development trainer at The EDGE College in tie up with Vinayaka mission Sikkim University. He is working as an Information Security Analyst in the Indian School of Ethical Hacking.

Mr. Md. Imamul Haque
Mr. Md. Imamul Haque
MCA, JAVA Developer, ANDROID App Developer

Experienced Software Developer and Trainer working as Corporate Android Trainer at ISOEH as well as developing Mobile apps for clients and helping students in their final year projects & internships. Have experience in Client-Server based and Enterprise application development in Android. He had earlier worked as a Software Developer at Oaasa Technologies.<

>
<

Ratings & Reviews

Machine Learning Using Python

5.0
Course Rating
Based On
2500 Students Rating

Date: 16.01.2020
Course: Machine Learning Using Python

The course i opted for is Machine Learning. Felt very supported and listened to if I had any queries. Very knowledgeable. Really enjoyed the trainer Mr. Saumitra Sir, he was very approachable, humble and easy going, which made me feel at ease with the training and assessment. Thoroughly enjoyable, informative and stimulating. Very good session, this will help me in the future of my own training courses. THANKS ISOEH, SILIGURI

Date: 14.01.2020
Course: Machine Learning Using Python

The Training provided by the ISOEH (Machine Learining and Python) was well and good and was conducted successfully. The subjects were properly divided into different chapters provided its proper time taken to complete each chapter. The study materials provided was good enough to understand the basics of the particular subject. Our trainer assigned for ML and python was very friendly and helped me to understand every little concepts that I was stuck upon. To summarize the whole experience here I would just say that it was very good and I do hope that the institute will conduct any future training with increase effort, goals and outcome.

Date: 14.01.2020
Course: Machine Learning Using Python

The winter training session of machine learning and python at ISOEH through saumitra sir was very helpful for me. I have gained lot of knowledge from this session. The faculty member of ISOEH siliguri were nice to me. Our course trainer saumitra sir were one of the best trainer for me. I liked the way he used to teach us during the session period.

Date: 10.01.2020
Course: Machine Learning Using Python

He has really good knowledge about machine learning and python programing ...he was really friendly towards us atleast learn something form him.

>
<

Job Prospects & Job Sources

ML jobs in India and abroad include Machine Learning Engineer, Data Architect, Data Scientist, Data Mining Specialists, Cloud Architects, and Cyber Security Analysts.

The world is depending on AI for almost all kinds of decision making for both start-ups and corporate giants. Hence the lucrative salaries for Machine Learning jobs such as ML Engineers, Data scientist, etc which on an average is around 9 lacs in India and around $92,000 in USA for a Data Scientist with Machine Learning Skills.

The future of Machine Learning is excellent as the industrial need for the same is yet to match the supply. According to a report from the leading online job portal ‘Indeed’, since the beginning of the year 2018 employer demand for AI & ML skills has been exactly twice the supply of the professionals.

Moreover research from Markets and Markets indicates by 2022, the growth in machine learning market size will be USD 8.81 Billion.

Statistical excepts of a opportunities in Machine Learning

FAQs

What is the course content?

The syllabus includes Introduction, Regression, Classification, Clustering, Natural Language Progressing, Dimentionality Reduction, Model Selection and Boosting, Project/Assignment (Basic).

Introduction, Classification, Association Rule, Reinforcement Learning, Deep Learning, Probability, Machine Learning in Information Security, Project/Assignment (Advanced).

What is the course Duration?

The duration of the course is 40 hours.

What is the course Methodology?

The course is administered in theory as well as practice.

What is the course Prerequisites?

The pre requisites of the course are Good knowledge of Mathematics, Good understanding of Python Programming (Basics).

Basic Knowledge of Machine Learning, Good knowledge of Mathematics, Good understanding of Python Programming (Advanced).

What is the career path after doing this course?

The world is depending on AI for almost all kinds of decision making for both start-ups and corporate giants. Hence the lucrative salaries for Machine Learning jobs such as ML Engineers, Data scientist etc which on an average is around 9 lacs in India and around $92,000 in USA for a Data Scientist with Machine Learning Skills.

What is the next step after Machine Learning Using Python?

You have to apply for corporate job opportunities after this course.

Enroll Now

Fields marked with * are mandatory.

Basic Level

Online Interactive Classroom with dedicated Faculty

Course Fees

Rs.26,000/-Rs.16,000/-
Inclusive of all taxes

Batches
Weekday Batches:
Reg. Date
Start Date
End Date
09
Sep, 2020
11
Sep, 2020
20
Nov, 2020
21
Sep, 2020
23
Sep, 2020
02
Dec, 2020
28
Sep, 2020
30
Sep, 2020
09
Dec, 2020
Weekend Batches:
Reg. Date
Start Date
End Date
03
Sep, 2020
05
Sep, 2020
08
Nov, 2020
07
Sep, 2020
09
Sep, 2020
28
Nov, 2020

Advanced Level

Online Interactive Classroom with dedicated Faculty

Course Fees

Rs.26,000/-Rs.16,000/-
Inclusive of all taxes

Batches
Weekday Batches:
Reg. Date
Start Date
End Date
09
Sep, 2020
11
Sep, 2020
20
Nov, 2020
21
Sep, 2020
23
Sep, 2020
02
Dec, 2020
28
Sep, 2020
30
Sep, 2020
09
Dec, 2020
Weekend Batches:
Reg. Date
Start Date
End Date
03
Sep, 2020
05
Sep, 2020
08
Nov, 2020
07
Sep, 2020
09
Sep, 2020
28
Nov, 2020

Member of:

NASSCOM
Data Security Council of India