data-science-with-python

Data Science with Python

OUR ALUMNAE

Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results
Ashish Shah PfMP results

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DESCRIPTION

Python has a very simple grammar and hence easier for everyone to pick up the language quickly. It is an all-round language for web, desktop, embedded programming for applications in machine learning, deep learning, IoT etc. It's an added advantage for professionals to learn Python along with R

This course introduces the students with fundamentals and advanced level of Python programming, installing Anaconda, programming basics, data types, list, tuples, dictionary, controls, loops, Numpy, Pandas, functions, importing & scraping data, and visualization. Once, students are conversant with Python, a detailed study of data science which includes data mining & machine learning, starts. Machine Learning covers linear & generalized linear models, KNN, Naïve Bayes, Tree based models, SVM, K-means, Association rule, performance measures, dimension reduction techniques, randomization, cross validation, bootstrapping, ROC & AUC, and confusion matrix.  

This course prepares on the practical applications of Machine Learning algorithms & techniques using Python. 


  • Installing Anaconda, installing libraries using “pip” and “conda”, programming basics, data types, list, tuples, dictionary, sets, numpy & pandas, slicing & dicing, controls, loops, and functions 
  • Packages:

                + Data pre-processing – detection & correction of missing data (imputation), outliers, errors etc 

                + Importing / Web scraping .

                + Manipulating data .

                + Visualization using matplotlib, seaborn, bokeh, bgplot, plotly, ggpy, altair, chaco.

                + Modelling data using scikit-learn package .

                + Report & result using ipython .

                + Project using Python and Machine Learning concepts

  • Basic knowledge of Linear Algebra, Calculus, Statistics, and Probability 
  • Knowledge of basics of programming

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Our Testimonials

Dharmesh Shah

Thank you addonskills for making my learning experience so wonderful, you guys are subject matter experts having deep knowledge about topics covered in the course... i appreciate your personal interest in success of student and helping them achieve their dream certification to excel their career... thank you once again and keep doing good job... look forward to more training's from addonskills... alles Gute und danke :-)

Milind Saraf

I would like to express full satisfaction on the training session conducted by M/s Addon Skills Private Limited and wish to put on record the very good take-away. I found the training to be professional and at par with the industry and growing demands of the complexities in the business . The best part of the training was in depth knowledge of the training personnel, presentation skills tailored to all levels of participants, custom-built course materials, dedication & passion of the trainer to make the participants understand the concepts thoroughly. Post training support, question banks, capacity to explain with relevant industrial and domestic examples were added features of the training . I strongly recommend such training session to the Project Management Personnel .

Balakrishna Raju

I am greatly pleased to share that I have successfully obtained Program Management Professional (PgMP) Credential!! Without Addon Skills this journey wouldn’t have been possible. Special thanks to Addon Skills team for the guidance/support throughout the process, you made it to so easy for me to pass the exam. Addon Skill Training material and notes helped Big time for fundamentals of Program management. Question banks with explanation were very helpful in gaining the thorough understanding of all domains. Question bank is very close to the exam question.

Ganesh Vishwasrao

Addon Skills PgMP training honed my Program Management skills and enhanced knowledge in much deeper sense. Training truly focussed on strengthening of fundamentals including but not limited to each & every minor aspects of Program Management. The study material, mentorship, Q&A Sessions, support for application writing were extra-ordinary. I strongly recommend Addon Skills to all PMP, PgMP, PfMP aspirants as well as all Corporates for Project Management trainings.

Saumil Purani

Program Manager

I enrolled for PgMP training with AddOn Skills in Sept2016 and cleared my PgMP Certification in first attempt by Jan 2017. AddOn Skills has excellent trainers and very well structured learning approach. Reference material, questions banks etc shared by them were very extremely helpful. From application writing, to exam preparation, trainer guided me on each and every step of the PgMP journey. I thank all support staff and trainers of AddOn Skills to make my PgMP journey memorable.

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