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

Jayshankar Prasad Singh

I am very pleased to share that I have successfully obtained Program Management Professional (PgMP) Credential in my first attempt. PgMP in 2 months, it is indeed a great journey. I attended PgMP certification training from the Addonskills. Most of my success credit goes to Addonskills team to make it so easy for me. Addon Skills training, question banks, ECO sessions helped me a lot. The training helped me to build my concepts, clarify doubts and understood some of the actions in sequences. I will say Questions from questions banks were very close to exam questions. I highly recommend Addonskills for all kind of project /program management training.

Raviraj Mundhe

Thank you Addon Skills. Your training programme and training material/notes were very useful and helped me prepare and pass the exam. The support system even after the training is what helps aspirants focus their strategies. Thank you very much for your mentoring support and wish the entire team good luck with the certification training workshops.

Raviraj Mundhe

Thank you Addon Skills. Your training programme and training material/notes were very useful and helped me prepare and pass the exam. The support system even after the training is what helps aspirants focus their strategies. Thank you very much for your mentoring support and wish the entire team good luck with the certification training workshops.

Akhil Sharma

I have attained the PgMP preparation training course from Addon Skills and found it very useful and extremely good learning experience. Trainer has enriched knowledge on PMI fundamentals and beauty of training is that, they mainly focus on the basic fundamentals & make the entire training so valuable by sharing enrich experience and mapping it towards Program Management Standards. I have gone through many trainings in my professional carrier, but I will not hesitate to say that he is one of the best training I have ever attended in my life which has also helped me attained PgMP certification. Thanks, Akhil

Steve Fernandes

Project Manager

Mr Kailash Uphadhay of Addon Skills has contributed towards my interest in completing my PMP certification with confidence. His enriching experience helps him to cite examples and relate the course to any individual. I trust in his methods and wish him success with the work that he wishes to carry out.

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