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 :-)

Narayanaswami Venkataramanan

I had to get PgMP certification in about 6 weeks and that is when I got to know about Addon Skills from a few of my colleagues. Having gone through the online training and successfully completing the PgMP Certification in a month's time, I can confidently say that Addon Skills courseware and training methodology are unmatched if anyone wants to get PgMP certified. Thank you Addon Skills team for all your guidance and support in my PgMP challenge of getting certified in 1 month time at first attempt.

Pramit

I got my PgMP training from Addonskills and cleared the exam in first attempt. What I liked about Addonskill is that trainer provides the honest feedback which helps candidate to know their strength and area of improvement. Addonskill trainer was always very approachable and continuously helped me after the training was completed .Quality of Addonskills material is very good and as a result of it I finished my exam in 2.5 hrs only . I am glad to be a student of Addonskills !!

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.

Kshitij Gupta

I attended the PfMP training for the November 2020 batch. I would like to mention that Kailash's delivery of the PfMP training along with explaining the core portfolio concepts, related processes, and knowledge areas with real-world experience examples was excellent. I am confident that I will be able to get the certification with this strong platform set and also be able to use it wisely in my work profile effectively. Thank you Kailash and 'Addonskills' for providing this training.

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