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SPSS for Data Science - Intermediate Level

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44 reviews
30 Hours

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Course offered by Dr. V. P. Nanthini Sundar

105 reviews
Certified

This course is designed to all level of participants (students - college/school) with or without computer skills, working professional in different domain and would like to have new job role in the same company / new role in different company either in India or abroad. No prerequisite is required. 5 projects will be taught during the course and 3 to 5 projects will be assigned and evaluated individually. Mock interview will be conducted towards end of the course to enable them to be strong in all topics. Do extend help in resume preparation and forward suitable profiles to various companies for internships/jobs.

 

This course will cover in detail on how to deal with different type of variables in the dataset, approach it with various analysis types, prepare the data for further analysis.

Data cleaning and Data preparation will be covered.

Univariate Analysis, Bivariate Analysis and Multivariate Analysis for each project will be dealt in detail.

Happy Learning!

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About the Trainer

Dr. V.P. Nanthini picture

4.8 Avg Rating

105 Reviews

68 Students

27 Courses

Dr. V. P. Nanthini Sundar

Ph.D

15 Years of Experience

Has 12+ years of experience in this domain.

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Reviews (44)

4 out of 5 44 reviews

Dr. V. P. Nanthini Sundar https://p.urbanpro.com/tv-prod/member/photo/311013-small.jpg Guindy
4.90544
Dr. V. P. Nanthini Sundar
S

Data Science

"I have attended Maam's class and I am a current student.. There is a lot of effort given by Maam to keep the course up to date. I was able to get the concepts of python and data analytics and statistics. I have done the course elsewhere but Maam's class is very much at a different level. "

Dr. V. P. Nanthini Sundar
A

Business Statistics for Data Science

"I am from a commerce background with a keen interest in python i found mam's lecture very efficient in python and data science, regular homework , flexible timing made it possible to learn python . Mam gave various projects and questions related to the codes and shared various demo files for reference purposes . i would recommend Mam to anyone who is new in python or wants to enter in the IT field"

Dr. V. P. Nanthini Sundar
A

Online Python for Data Science - Intermediate Level

"I learned python from mam following I took this course to use python in graphs and various maths and algorithms to put the knowledge in use . Mam taught me various python programs like panda, anacondas, Numpy and how to use them in various places following with different homework's demo files and notes for guidance and reference in case I get stuck during homework . In all I'm confident with my python all thanks to Mam and her teaching the course with simple yet effective examples ."

Dr. V. P. Nanthini Sundar
B

Business Statistics for Data Science

"Learning with Dr. Nanthini mam is very helpful and many insights were provided.Being an IT professional , lot of concepts was provided.Mam had explained them deeply and a lot of hands on were given."

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4 out of 5 44 reviews

Dr. V. P. Nanthini Sundar https://p.urbanpro.com/tv-prod/member/photo/311013-small.jpg Guindy
4.90544
Dr. V. P. Nanthini Sundar
S

Data Science

"I have attended Maam's class and I am a current student.. There is a lot of effort given by Maam to keep the course up to date. I was able to get the concepts of python and data analytics and statistics. I have done the course elsewhere but Maam's class is very much at a different level. "

Dr. V. P. Nanthini Sundar
A

Business Statistics for Data Science

"I am from a commerce background with a keen interest in python i found mam's lecture very efficient in python and data science, regular homework , flexible timing made it possible to learn python . Mam gave various projects and questions related to the codes and shared various demo files for reference purposes . i would recommend Mam to anyone who is new in python or wants to enter in the IT field"

Dr. V. P. Nanthini Sundar
A

Online Python for Data Science - Intermediate Level

"I learned python from mam following I took this course to use python in graphs and various maths and algorithms to put the knowledge in use . Mam taught me various python programs like panda, anacondas, Numpy and how to use them in various places following with different homework's demo files and notes for guidance and reference in case I get stuck during homework . In all I'm confident with my python all thanks to Mam and her teaching the course with simple yet effective examples ."

Dr. V. P. Nanthini Sundar
B

Business Statistics for Data Science

"Learning with Dr. Nanthini mam is very helpful and many insights were provided.Being an IT professional , lot of concepts was provided.Mam had explained them deeply and a lot of hands on were given."

Dr. V. P. Nanthini Sundar
B

Online Python for Data Science - Intermediate Level

"All topics were taught and understood well.Proper hands-on were given with encouragement of high level of participation. Teachings helped me in clearing all the related assessments."

Dr. V. P. Nanthini Sundar
A

MS-SQL

"Started my python training with very less computer experience, have learnt a lot of lesson about python and data programming and even enrolled for SQL and I hope to score the best in it. "

Reply by Dr. V. P. Nanthini

Thanks Anshul. Certainly you will make best out of it

Dr. V. P. Nanthini Sundar
S

Data Science

"Dr. Nanthini Ma’am’s teaching style and homework questions took a great part in my understanding of Data Science at the beginner level. She always answered my questions and had given homework that facilitated learning that I had done in class. It doesn’t matter what background knowledge you have or don’t have, since Dr. Nanthini Ma’am explains everything very clearly and patiently! With her approach to teaching, I felt very comfortable in the environment and could ask her questions to clear my doubts. I am based in Hong Kong, so with just a few months of teaching, I am shocked by how much knowledge I had gained and retained in such a short amount of time! All thanks to Dr. Nanthini Ma'am. "

Reply by Dr. V. P. Nanthini

Thanks Dear and best wishes to all your endeavours

Dr. V. P. Nanthini Sundar
G

Online Python for Data Science - Basic Level

"Dr. Nanthini mam explained the basics of Python followed by numpy and pandas very clearly to someone like me who isn't from a technical background, this serves the purpose..!!!"

Reply by Dr. V. P. Nanthini

Thank you very much Geetha.

Dr. V. P. Nanthini Sundar
B

Online Python for Data Science - Basic Level

"Learning with Dr. Nanthini mam was really superb and there were many great insights which were provided not only for python but for Data Science too. Being an IT professional of different technology, concepts of python and data science were quite new to me. Mam not only explained them deeply but also provided ample hands-on to reinforce the learned concepts."

Reply by Dr. V. P. Nanthini

Thanks for your valuable review Bhumesh

Dr. V. P. Nanthini Sundar
B

Online Object Oriented Programming with Python (Spyder)

"As I was already a part of data science python (basic) I was curious to learn more in this field and decided to continue my journey of data science under superb guidance of Dr. V.P. Nanthini. This was also well backed by real world examples to support and expedite the learning process."

Reply by Dr. V. P. Nanthini

Thanks much Bhumesh.

Dr. V. P. Nanthini Sundar
R

SPSS for Data Science - Basic Level

"I have 8 years of experience as data engineer now I planned to move datascience and I found this tutor, she is very experienced and knowledgeable she keeps his lesson effective engaging and fun, Am able to stay focus and overcome my fear of writing. We definitely plan to keep working with Dr. V P Nanthini madam. Thank you! "

Dr. V. P. Nanthini Sundar
R

Online Data Science Course with Implementation in Python

"She was very thorough and took careful measures in helping me grasp a concept that I had forgotten she made me really think about how I would come up with the answer I liked how she was straight forward and to the point great tutor that helped me so much. Thank you!!! "

Dr. V. P. Nanthini Sundar
S

Online Python for Data Science - Intermediate Level

" I recently completed the four courses in MITx data science and still needed more hands on experience with EDA using Python. I took the classes from Dr. Nanthini and I can feel the difference in my thought process. She is an amazing tutor and has wealth of experience. She takes true interest in ensuring that the students understand why they are doing what they are doing. Based on interest levels, she also covers topics that are not in the scope. She does detailed done of the features and gives enough projects for practice. I would recommend her for anyone who wants to become more hands-on "

Dr. V. P. Nanthini Sundar
S

Online Machine Learning with Python for Data Science -- Advanced Level

"Clear explanation of Machine Learning with adequate hands on implementation. Different projects for implementing EDA was very helpful. Able to clearly understand all methods of supervised, unsupervised and reinforcement machine learning. Understood how to compare and analyse reports using classification report, confusion Matrix, accuracy scores etc. "

Dr. V. P. Nanthini Sundar
S

Online Machine Learning with Python for Data Science -- Advanced Level

"I enjoyed the course and learned a lot from it. The content is well organized and focused on practical situations. "

Dr. V. P. Nanthini Sundar
M

Online Machine Learning with Python for Data Science -- Advanced Level

"Sessions were very informative and interactive. I got to learn about the in-depth working of the algorithms. I got to do a lot of Hands-on projects with the trainer's help. "

Dr. V. P. Nanthini Sundar
U

Online Machine Learning with Python for Data Science -- Advanced Level

"Ma'am has thorough knowledge about all the topics. She explains every topic, both basic and advance, with detailed presentations. Thank you so much for your support. Highly recommended to all. "

Dr. V. P. Nanthini Sundar
B

Online Machine Learning with Python for Data Science -- Advanced Level

"The mentor has complete knowledge of the subject and the class are interactive as well. The concepts are made clear by explaining each and every term from the very basic level and the hands on exercises have also helped in making the concept very clear."

Dr. V. P. Nanthini Sundar
V

Online Machine Learning with Python for Data Science -- Advanced Level

"Very good experience, very excited. New skills, Introduced to new topics New technologies. Interesting. Thank you so much for your support. Highly recommended to all. "

Dr. V. P. Nanthini Sundar
H

Online Data Science Course with Data Mining and Implementation in Python in Detail

"Nice explanation given on the topic. Superb teachings skills. Gained meaningful insights out of it. Indeed satisfied "

Dr. V. P. Nanthini Sundar
G

Online Machine Learning with Python for Data Science -- Advanced Level

"Good explanation with good projects and felt great while explaining doubts and regular checking on students for their work."

Dr. V. P. Nanthini Sundar
J

Online Machine Learning with Python for Data Science -- Advanced Level

"She discusses each topic in detail and concludes them with relevant practical examples which makes it easier to understand them. "

Dr. V. P. Nanthini Sundar
R

Online Machine Learning with Python for Data Science -- Advanced Level

"The course was really good. Understood each of the concepts explained by ma'am. Great experience overall. "

Dr. V. P. Nanthini Sundar
M

Online Machine Learning with Python for Data Science -- Advanced Level

"I completely loved the course and the way it's been taught in the very deepest possible way. Every topic is discussed in detail along with great visualization of variables. All the basic concepts in python were covered and also the Ml concepts from basic to an advanced level were covered in great detail. I am currently working in cognizant as a data science Intern and I am from Hyderabad. "

Dr. V. P. Nanthini Sundar
S

Business Statistics for Data Science

"Informative and clear explanation with adequate tool implementation. Useful resources and simple to understand. "

Dr. V. P. Nanthini Sundar
M

Business Statistics for Data Science

"Firstly classes were clear.The way of teaching was so good.The sessions are so interactive so that I can understand the concepts clearly. "

Dr. V. P. Nanthini Sundar
U

Business Statistics for Data Science

"The explanations of topics are very detailed and with easy examples to understand. The sessions are very interactive and engaging. "

Dr. V. P. Nanthini Sundar
S

Business Statistics for Data Science

"The training was absolutely superb and the content was extremely informative and incredibly useful. Thank you. "

Dr. V. P. Nanthini Sundar
H

Business Statistics for Data Science

"Her teaching skills are awesome, she made everything, every topic very clear to me. Detailed notes were also being provided. "

Dr. V. P. Nanthini Sundar
M

Business Statistics for Data Science

"Every topic is well taught. Sessions were very interactive and insightful. The instructor explains the topics, relating them to the real-world scenarios, which has helped me a lot. "

Dr. V. P. Nanthini Sundar
R

Data Science

"Good teacher, explains all the concepts thoroughly. Time to time assignments were given by ma'am for continuous evaluation. "

Dr. V. P. Nanthini Sundar
B

Data Science

"The classes are quite good and engaging. Maam makes the problems simple and explains them to us. "

Dr. V. P. Nanthini Sundar
M

Business Statistics for Data Science

"I loved the way nanthini mam explains the topics and she had great understanding in each and every topic and explain them in depth with proper examples. I am very happy to get a mentor like nanthini mam. "

Dr. V. P. Nanthini Sundar
T

Business Statistics for Data Science

"Thank you very much for giving us your valuable time and fill us with a lot of knowledge. It was very nice experience. "

Dr. V. P. Nanthini Sundar
D

Business Statistics for Data Science

"Classes with mam have been so worthwhile! Mam has an amazing way of breaking things down so that they are understandable, and always keeping it light and fun. It was very good experience. "

Dr. V. P. Nanthini Sundar
D

Online Python for Data Science - Basic Level

"Nanthini Ma’am is an excellent tutor who is very knowledgeable. Her teaching methods are very clear and concise. Ma’am Very kind and helpful. A very systematic and structured approached is followed for the course. I have benefited a lot from this course.I have had an amazing experience. I highly recommend ma’am classes for people who want to transition to a career in data science and for freshers seeking to create a path for themselves in the data science domain. Ma’am is Very experienced and knowledgeable. I highly recommend ma’am classes. "

Dr. V. P. Nanthini Sundar
S

Business Statistics for Data Science

"I am a product manager working in a global payments company and wanted to understand business statistics and machine learning better so that I can understand the impact of the numbers better and design suitable products. Dr. Nanthini covered the business statistics course very well. Her academic background stands tall and she is able to convey advanced topics with ease such that even new comers to statistics are able to understand and more importantly, apply and make sense of the numbers. I recommend her training to anyone who wants to understand statistics better. More importantly, she is patient and takes efforts to provide indepth details on any specific topic of interest. "

Dr. V. P. Nanthini Sundar
A

Online Python for Data Science - Basic Level

"I am currently doing Masters in Artificial Intelligence and Machine Learning from the University of Birmingham, UK, and I find myself really lucky to have found such a teacher. I studied Online Data Science Course with Python - Intermediate Level with DR. V.P Nanthini and she helped me to understand the basics and explicitly explained all the theory and connected it well to the practicals that helped me learn more efficiently. I gained a lot of useful insights from her immense knowledge and greater understanding of the field."

Dr. V. P. Nanthini Sundar
A

Online Python for Data Science - Intermediate Level

"I am currently doing Masters in Artificial Intelligence and Machine Learning from the University of Birmingham, UK, and I was lucky enough to find a teacher who taught me with such patience and cleared all my doubts. I have gained a lot of insights during our course because of her immense knowledge and greater understanding of all the concepts. She explicitly explained the theory and connected it with well her practicals which helped me learn more efficiently. "

Dr. V. P. Nanthini Sundar
S

Online Python for Data Science - Basic Level

"My name is Sajesh from Dubai, working as a software engineer. Overall the experience is Excellent!. The concepts are clearly explained with real time examples and helped me gain valuable knowledge. Every topic is explained very nicely. It is so detailed and I have enjoyed learning it. Before starting this course I had zero knowledge on Data Science but now I feel like I can handle the projects related to ML. I definitely recommend this course to anyone who wants to embark on a Data Science journey. Thank you Madam for providing such a wonderful course ."

Dr. V. P. Nanthini Sundar
S

Online Python for Data Science - Basic Level

"My daughter studying in 8th standard (Chennai, India) had basic programming knowledge. I wanted to expose her to a little more formal programming course. We reached out to Dr. V.P. Nanthini madam for basic Python class. Dr. V.P. Nanthini madam is a professional, and has a clear curriculum plan covering both theory and practical classes. My daughter liked the way she explained concepts in an easy and understandable form, more interactive and hands-on coding classes. Overall she was able to learn and had great learning experience. I would like to thank madam for her support, this will enable my daughter to explore further in the programming area. "

Dr. V. P. Nanthini Sundar
S

Online Data Science Course with Implementation in Python

"My name is Sajeesh from Dubai, I am a beginner in Data Science, she taught in a way that made me love the subject more and let me compare the subjects with real-life things. She clearly explains statistics concepts with easy-to-understand examples. It balances the theory and the practical. Starting with theoretical parts and then incorporating practical examples both demonstrated by using Python."

Dr. V. P. Nanthini Sundar
N

Online Python for Data Science - Intermediate Level

"I took training on Intermediate data science course from ma'am, I being a non-computer engineering background person was very afraid of learning python as it involves coding for doing data analysis, but ma'am made my life very simple by presenting in-depth analysis covering the theory as well as practical aspects in a very detailed manner. She also provides many datasets for doing the thorough analysis, which boosts the confidence while learning. She also covers fundamentals of Statistics, which is hard to understand my ownself. I would definetly recommend ma'am for her style of teaching and the rich experience she has in this field. I would like to thank ma'am for imparting me the knowledge in data science. "

Dr. V. P. Nanthini Sundar
V

Online Data Science Course

"I had the privilege of studying with mam. She is excellent teacher who all my doubts. I had wasted a lot of time via online video and after a point I would always got confused. After starting the course with her I had shared this info and my limitation and she has created a specific plane only for me. I am very happy with my choice. "

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