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

Krunal Vilkar

I attended the Add-on Skills PMP course in June 2017.Great course content, informative, practical and interesting. Practical tips on how to approach study. Access to vital simulation exams, email and 24X 7 support from Add-on Skills.One of the best courses I have ever attended.

Shubham Maurya

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Atul Bansal

There are very few training organization around whose key interest is making sure that their students are not just aiming for the certification but knowledge as well and Addon Skills is one of them. Their Industry Expert trainer hounds his team to make sure everyone studies and give priority to their studies and certification and is available literally 24*7 to respond to any queries one might have. Can not think of anyone else when planning my next skill upgrade than Addon Skills!

Sampanna Aganihotri

I first got associated with Addon Skills in regards to PgMP boot-camp organized by them at Pune location. Thanks to the great learning experience, that I could gain certification in minimal time. AddonSkills on merits of their excellent training and course material, Bonus comes with his personal attention on individual progress until you get certified. Distance or Time difference doesn't matter for them to reach out for help on any PM topics. May it be project or program or portfolio management, I highly recommend to get associated with Addon SKills for any training or consultation. All the very best for future!!

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