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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Shubham Maurya

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Ramesh Potnis

I got acquainted with Addon Skills during my PgMP journey. I could successfully clear this not so easy examination on my first attempt. Addon Skills has very effective style of imparting training which helps the participants / students not only to strengthen their concept but also to prepare from examination point of view. Their study material is very handy to refer especially when your exam date is nearing. Addon Skills, unlike other training organization, keeps in constant touch with their students, ensures that they are on their targeted to path to march towards their goal of certification and guides them whenever and wherever required. I strongly recommend all PgMP aspirants to enroll for Addon Skills training sessions. It will surely help.

Nikhil Tayade

I am very happy to announce that I have passed the PgMP certification on 7th May. This was a journey with tremendous learning experience.Detailed 3 day training session from Addon Skills, Question Bank from Addon Skills, and Continuous on-going support via WhatsApp virtual discussion room created by them were really the things that made this Giant and herculean task look simple. I am thankful to Addon skills for the training as this was a major contributor in achieving this certification.

Ravi MSR

I passed PgMP exam on 12th June 2018. I contacted #AddOnSkills for help. Their Question-Answer sessions clarified many of the concepts. Those sessions were really helpful to get enough boost to face the exam with confidence. Continuous support to clarify any doubts via WhatsApp group, and skype sessions were available all time.

Sreenivasan Dakshinamoorthy

The training conducted by Addon Skills trainers Sanjay Q and Kailesh U was very effective because of the in-depth knowledge on Program Management domains by the trainers. This training and the post training follow-up was a unique experience that they are ensuring all the trainees are acquiring adequate knowledge about the subject matter. Also they help to go through the exam preparation period till the day of exam by Q&A sessions, problem solving sessions, etc. The most commentable thing about them is, they are available to clear your doubts 24×7. I wish Addon Skills a great future and thereby to make many aspirant project managers achieve their skills.

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