Certificate Course in Machine Learning using Python
Accelerate your Career. Stay Ahead of the Curve
Jointly Delivered by eduplusnow and Industry Expert
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WEEKDAY BATCH
WEEKEND BATCH
WEEKEND (SAT - SUN)
Training Mode(Online)
Date :13th June 2021-24th July 2021
Batch Type :Saturday-Sunday
About Machine Learning using Python
Machine Learning is the study of computer algorithms that improve automatically throught experience. It is an application of artificial intelligence .
Course Features
Eduplusnow's Machine Learning course offers an in depth coverage of Machine Learning topics , developing algorithms using supervised & unsupervised learning, regression, classification and time series modeling using Python.
Who Should Enroll?
Ideal For Analytics Managers, Business Analytst, Data Analyst, Developers Looking To Become Data Scientist And Graduates Seeking A Career In Data Sceince And Machine Learning.
Eligibility
Prerequisites For Machine Learning Course Is Understanding Of Basic Statistics , Familiarity With Python Programming Is Also Benificial.
Industry Trends
Job Roles
- Machine learning Engineer
- Software Developer / Engineer (AI/ML)
- Data Scientist
Tools Covered






Syllabus
Machine Learning in Python
- Applying Business Intelligence via Statistical Modeling
- Types of Machine Learning
- Supervised Learning
- Classification
- Regression
- Unsupervised Learning
- Clustering
- Dimensionality Reduction
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Phases of Machine Learning Project
- Data Collection
- Data Visualization
- Data Preprocessing
- Data Modeling
- Deployment
- Maintenance
- Python Overview
- IPython
- Jupyter Notebook
- Matplotlib & Seaborn for Data Visualization
- Pandas & Numpy for Data Preprocessing & Cleanup
- Scikit-learn for Machine Learning Modeling
- Understanding End-to-End Small Machine Learning Project
- Need for Data Visualization
- Draw plots using seaborn for gaining data insights
- Doing Data Scaling, Fill Missing Values using Pandas
- Using Numpy
- Choosing machine learning algorithm for modeling
- Model Evaluation
- Improving accuracy by feature engineering
- Hyper-Parameter Fine Tuning to improve accuracy
- Avoiding Over fitting
- Understanding metrics of Model Evaluation
- Trying different models & creating final ensemble model
- Classification
- Regression
- Clustering
- Algorithms Overview & Comparison
- Different trade-offs while deciding the final ML Model
- Bias-Variance Tradeoff
- Model Complexity vs Model Interpretability
Learning Outcomes
- Eduplusnow's Machine Learning using python program will make you an expert in Machine learning algorithms. In this course you will learn techniques how to work with python and how to use various machine learning algorithms.
Assessment
Periodic assessment and case studies evaluations by the edu plus now and Industry Expert have been built in throughout the duration of the course.

Awarded by edu plus now
What our learners have to say about us!
Attending this training helped me in changing my view towards improvements or process changes. Initial idea of improvement was filled bias and assumptions without backing data. After attending the course I have started looking at a problem in conjunction with data to quantify problem and measure results/improvements
The course was great the support and faculty was well experienced they gave clear explanation for all topics.
The instructors were having thorough knowledge on the topic and it helped in understanding the concepts very well.
This course taught me lot things about six sigma. Teachers are truly master of stats and quality. All teachers are the PHD holder (currently checking paper of PHD).
I have enjoyed a lot in this course and it will be a useful for me in my job and my future career.
It was an excellent experience to complete six sigma green belt as there is perfect combination of best course management from eduplusnow team and invincible knowledge from ISI members. It was a pleasure to be the part of course and clear droughts and quirky from teaching staff who really has the best hands on any stream from industries, hospital, universities, and so on. I will strongly recommend to attend at least any of the one course from here.
It’s a well-designed course with a great content, case studies and examples. ISI Faculties made it very engaging and easy to understand & implement. Ample examples help one connect with the topics and their application in real life. It’s been a wonderful journey, learning new concepts and methodologies, highly recommended. Thank you!.
My sincere thanks to my guruji ISI faculty for conducting the MBB sessions online so seamlessly and great learning’s. And special thanks to eduplusnow for organizing the trainings online tool. One recommendation is to facilitate such trainings online to benefit the international aspirants. Thanks again.
As an Industrial engineering professional, I found Knowledge sharing, practical case studies, and even study material provided during the SSGB course, very practical and industry oriented with up to date information. "Six sigma green belt course" provided by ISI Pune with Eduplusnow platform is a comprehensive way of learning fundamentals and implementation of six sigma in industries to increase the overall value of companies and for bringing excellence in any business sector effectively and efficiently. The course is very interactive and flows very smoothly till the last day. Teaching faculty is having huge working experience and domain knowledge of the field. I would appreciate the efforts of all faculty members who brought this course online for easy accessibility.
Thank you for a great course. Great presentation style with lots of opportunities to ask questions and talk about real life examples which all made for a really enjoyable and informative course. This has more than met my expectations. A wonderfully more practical /less theoretical course - both personally and professionally. In future also i am expecting such kind of training.
I would like to extend my gratitude to ISI and Eduplusnow for such a wonderful and knowledgeable training program. The best part of the training was that ISI faculty and Eduplusnow management will answer all your queries, even if you ask the same question multiple times to clarify your doubts which is the "WOW" moment for me. I must say the training program was value for money/ "Full Paisa Vasool" will surely continue the relationship for the future too.
The 12 days MBB training was awesome and ISI Faculty kept us engaged throughout the training with his amazing style of teaching. DFSS, Data Analytics and Python basics were the highlights for me in the whole training while we were also able to refresh our existing knowledge on DMAIC. I would highly recommend my friends/colleagues to attend ISI training.
"Thank you to Eduplus team also for planning this online MBB training session with ISI which gave us an opportunity to complete this training during a pandemic.
Before joining the course I was unaware about the applicability of the DMAIC in the service industry or NGOs. I had concerns if the course would help me in upscaling my skill set. After interacting with ISI Faculty and Eduplusnow, I enrolled for the course confidently. I must say here that the training was indeed very comprehensive and intensive. The training met my needs beyond expectations.
Statistics is a universally applicable subject and being an avid researcher and practitioner of Indian classical dance, I wanted to learn the nuances and what better than learning from institution like ISI. Faculties were fantastic in teaching. I further thank eduplusnow for creating such a wonderful opportunity.
ISI Professor is an outstanding facilitator. Heartfelt thanks to eduplus team for organizing such learning programmes and offering the courses. The sessions were truly enlightening and helped me develop the understanding of data driven work styles. Thanks to ISI Faculty and would love to be a part of this amazing learning community.
Fabulous and Memorable Experiance!
I liked the Interactive and fun learning session given by ISI Faculty and an amazing opportunity by ISI and EduPlusNow.
All training sessions was interactive and fun learning with enthusiastic tutor. Really it was a great experience with ISI and eduplusnow.
The training had a special importance for me as it was quite a bit of time that I have not upgraded myself in my field of interest. As far as the course content and delivery is concerned it was pretty much good. The only point of improvement from my end is that I felt 12 days duration is on a lower side for such an intensive training. Also from our end as students we should have at least revised our BB concepts before joining for the sessions, it would have saved a lot of time from our end to. Hence in future it can be asked from the participants to revise or brush up the BB material before coming for the MBB sessions. It will immensely help both ISI Faculties and the students too.
Six Sigma Black Belt training by ISI Pune facilitated by Eduplusnow helped me grasp the concepts of Six Sigma, Lean Six Sigma and DFSS at a deeper level involving requisite statistical tools & techniques. ISI faculty exuberant sessions and the lively manner in which he imparts his knowledge cannot be compared with any other course provider and I would highly recommend him to any Six Sigma aspirant. I also wish to thank the Eduplusnow staff for seamlessly enabling the online live classes across a period of 1.5 months and continuously being within reach when assistance was required. Thank you ISI Pune chapter and Eduplusnow for the experience!
It was a great learning experience , DMAIC topics were covered in such exceptional ways which were quite easy and relatable to our jobs with practical industry level business cases. Special thanks to ISI Faculty for providing immense practical knowledge & edu plus for managing with zero defect.
It was a very very great learning experience.The way ISI Faculty coached really sparked me to do great things. Am sure that i became better version now. I am feeling proud to be connected with a real Guru / Teacher. I really thank Eduplus for the way they facilitated, which beautifully bridged the great coaches, Institutes & Learners.
Fabulous and Memorable Experiance!
Traning was Interactive And easy follow, Overall it was Great Experience.
Training received from Faculty was invaluable. The way faculty has taught was so easy and understandable from the first word. Practical approach that faculty took was the thing i was looking for. I sometime felt like i am getting to learn from a Guru. I would like to give my thanks to Eduplus for arranging this fantastic, clear, concise and invaluable training and giving me chance to take one. It went smoothly, very well planned. I hope i will get to learn a lot from this team of Indian statistical institute and Eduplus. I would like to be in touch with Faculty for mentoring and as coach for my future projects.
The course was very well designed and it was delivered very well by ISI Faculty. The course covered each and everything from literature to practical experience. Live examples were taken up and those were put into the form of project charter which helped us understood the concepts very well. Thank a lot Eduplus and ISI Pune for conducting the course.
I have thoroughly enjoyed taking Six Sigma Black Belt Course from ISI-Pune and Eduplusnow. I got suggested for this course from one of my close friends. I was a bit hesitant as I live in the USA East coast and need to take the class during my night time and that too on weekends. But I took the challenge since my friend was very positive about the class. Starting from the first night I never felt sleepy or bored even awake for the whole night since all the sessions were interactive,insightful, full of enthusiasm. ISI Faculty frequently checked with me and made sure I am awake. The faculty did justice to the role to the fullest. Professor gave lots of real time examples which were relatable and we were given many opportunities to clarify any doubts or questions in the class.
Fabulous and Memorable Experiance
Really good experince to learn from ISI Faculties. I liked Concepts which have real time Approach.
Fabulous and Memorable Experiance
Great skill to learn....!
Fabulous and Memorable Experiance
It is very useful course for me to gearing up my Career.
It was an amazing experience to begin my journey with Indian Statistical Institute Pune Unit and Eduplusnow through the Six Sigma Black Belt course. It was a great opportunity to learn and understand the importance of statistical applications in problem resolving approach in real-life scenarios. My heartfelt gratitude to ISI Faculty for teaching us with live examples in his wonderful and jovial sessions. It was great fun learning! I want to thank Eduplusnow team for organize the course so efficiently. Moreover, it is a dream come true for me to learn these tools from ISI Faculty.I am looking forward to implement my learning into my field of work, with the help of ISI Pune and Eduplusnow in future.
A must course for all Data Analytics /Quality professionals/aspirants. Eduplusnow is a great platform for interaction between top faculties and students. ISI Faculty is just amazing his knowledge and delivery of knowledge is a revelation, I could never imagine in my wildest dreams that concepts could be taught in such engaging and easy manner. His energy, humbleness and amazing sense of humor is class apart . I have become a fan of ISI Faculty. I am looking forward for other courses taught by ISI Faculty. Thank you sir and eduplusnow for providing such world class education.
It gives me immense pleasure to be a part of this workshop "Six Sigma Green Belt". I am completely overwhelmed the kind of learning and enriching experience I have got from this training. I must say the level of teaching by ISI faculty was way beyond excellence. I definitely recommend to become a part of ISI & Eduplusnow to enhance ourselves.
Course is indeed good those who want to explore the statistics in modern world, however do gather basic terms and theory of statistics before enrolling as it will make more interesting for you.
I have attended the SSBB course in August 2020. I enjoyed every class. There was various learning and unlearning in Six Sigma & statistics topics. The way ISI Faculty taught, it is easy to remember. It was amazing that the types of subjects like statistics can be explained so simply. The course will give a different perspective on the thinking process. After the course, there is a mandatory guided capstone project. It will give confidence in learning during the past session. You can choose the project from any topic/domain as you like. I would recommend the course (Green, Yellow or Black belt) to all levels of the aspirant.
Amalgamation of different industry demanding professional courses at Edu Plus Now is overwhelming. The management attitude, faculty & platform is a benchmark for the online study industries. Teaching six sigma in a six sigma way is what makes this course unique. I can't draw a parallel line to compare this course with any other learning experience I had in my last 9 professional years and even before. I highly & confidently recommend this for any endeavor.
The course was planned, designed & delivered in very organized manner by ISI Faculty. ISI Faculty explained all the concepts in very detailed manner without missing on any point. He display supreme command over the subject and knows his area very well. His ability to correlate theoretical concepts to ground level application is very powerful. I hope I would continue to seek his guidance for my future projects. I also would like to thank Eduplusnow team for arranging & managing all backend operations so well. I hope to continue this association with entire team in future.
It was an amazing course. I am able to find the difference it made in my problem solving approach.
I was Ultra fortunate to get trained by ISI Faculty for the MBB course in Nov & Dec 2020. Once in a while, you meet someone who will be very special in life for multiple reasons because of who they are and their thoughts; ISI Faculty is one such Guru. He is an ocean of knowledge; it's up to us how much we receive it. Sir was able to show a case study for each topic you pick, which is beyond imagination. What impressed me the most is his humbleness and kindness to everyone and how he connects with his students and explains the concepts with ease & many simple examples for us to understand. Irrespective of any number of questions, he is calm, cool and answers all the questions with a smile. I found my Guru through this training, a Guru for life. ISI Faculty line "Small Dream is a national waste." is something that has impacted me immensely. We carry the same passion for making a difference in the life of farmers. I will be working with ISI Facuty in the years to come. I was humbled to be called ISI Faculty favourite student: ISI faculty mentions a lot. Thank you is a small word, but still, a BIG THANK YOU !! I am looking forward to working with you in the future. I promise to make you proud, sir. 5+ Star is too less for ISI faculty but that's the maximum I can give.
Course was designed & deployed as required & most suitable to participants. Interactive session in which ISI faculty explained DFSS & LSS has cleared some of my myths about methodology of project flow. Sharing of best deployed projects in mfg helped me for understanding the path of Analysis & control philosophy. I thank Eduplusnow for designing this course in a way that person can get deep & rooted knowledge about Six Sigma Backend support is appreciable.
MBB course contents are well designed by ISI-Eduplusnow which is practically applicable to all industry domains either manufacturing or service, exceeding the expectations of today's need of the industry . ISI faculty is an outstanding faculty having in-depth knowledge of overall subject. His consulting experience of more than 300 companies gives an edge over other trainers in SIX SIGMA field. His way of teaching through practical case studies makes each participant understand the concepts very clearly. If topics are planned as per dedicated time plan than all topics are covered without much standard deviation and that will give actual duration of the program either 12 days or more or less.
Highly recommended course, world class faculty and Really well organized, I look forward to enrolling in diploma courses on Data sciences when that happens. Rathsir is simply amazing, Sachin sir has really worked in detail on the course content. I look forward to taking my relationship forward with Eduplus and ISI.
I would give 5 star rating based on the MBB course. The way course is covered by Prof Subrata Rath, explained with examples and in his very unique style without presentation which makes learning very easy. Additionally support by eduplus for the digital platform enabling us to connect with Prof Rath while sitting at our home. I would recommend everyone to be part of Pune ISI family member.
I am extremely glad that I did my MBB program from prestigious Indian Statistical Institute, Pune Chapter. Thank you Professor Rath Sir for the wonderful learning experience. You have been a great mentor, guide and inspiration for us. Thanks to Eduplus team (Sachin & Dhanashri) for providing the right platform to attend the classes without any technical glitches.
One of the best institute and faculty for practical approach of six sigma programs.
I am extremely happy and glad to be part of ISI's Six Sigma Master Black Belt program. It has given me immense pleasure in learning about practical applicability of Six Sigma Methodologies in various domains. I liked the in-depth sessions conducted by Subrata Rath Sir on DMAIC, LSS, DFSS, and Application of Statistics with granular details. Rath Sir has made my learning experience great by his unique style of mentoring. Also the gap of technology, like Statistical Programming Using Python and Data Science, was abridged by Nitin Sir, who comes with great knowledge and industry experience. Thanks to EduPlusNow for providing seamless online learning platform. Special thanks to Sachin Sir and Dhanashree M’am for managing entire program and accommodating my ad-hoc queries. Additionally, the learning experience was enhanced through special sessions conducted by the domain experts. I am thankful to all my fellow colleagues who also helped me sharpen my skills. Thanks & Regards.
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Course Fees : 40,000 (+GST)
Features
- In depth coverage of Machine Learning topics.
- Developing algorithms using supervised and unsupervised learning.
- Regression analysis.
- Classification and time series modeling using Python.
*Alumni of Eduplusnow, VIT, VIIT, VU Will Get Special Discount, To Grab your Discount coupon Please Contact +918956167195.
Why edu plus now
Industry-Ready Courses
Learn industry-relevant skills that’ll make your resume stand out and ensure you’re ready to tackle the job market.
Flexible Learning
Access online learning resources anywhere, anytime to gain valuable skills and transform your life in meaningful ways.
Qualified Instructors
Connect with experts and qualified instructors from reputed universities to stay on top of the ever-evolving future of work.
Adavanced study plans
Learn complex technical skills with videos, quizzes and assignments to develop your career and build towards a degree.
Focus on target
Select the best online courses in India that are not only informative and helpful to your long-term career goals but also help close the skill gap in the industry.
Knowledge Platform
Take advantage of a complete in-built environment for programming and get hands-on experience to solve real-world problems practically.
About the Organization

edu plus now is an online educational platform that was launched in 2019 to bridge the skill gap between classroom learning, real business challenges and to help students achieve their career potential.
Aimed at providing learners with essential technical skills, edu plus now courses are created to be the perfect amalgamation of inputs from industry experts and highly-qualified professors from the country’s top educational institutions. This allows individuals and companies to close the skill gap quickly, innovate faster and achieve their key objectives. At edu plus now, we believe in preparing students for success in a changing world by providing online courses that pave the path for a successful career. Built under the aegis of the Vishwakarma Group, the online education platform provides flexible learning that fits a learner’s schedule.