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

Sanjeev Kumar

Big thanks to Addon Skills Team for the tremendous support provided during my certification journey of 3 months. This was the best training I have ever attended. You guys managed to build up my confidence and knowledge from Day 1 of Training to the day I went for exam :) which has resulted to pass the exam so smoothly in First attempt itself. Thanks for all your guidance and coaching, without your support my this journey wouldn’t have been possible.

Albert D'costa

Everything that I learnt and practiced about Project & Program Management comes through Addon Skills. Addon Skills provided valuable advice and most importantly acted as a sounding board and wise counselor. Thank you for making an amazing difference to my career!

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.

Sundara Rao

Sr Project Manager

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VIJAYA CHANDRA KONDETI

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