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

Rohit Kapoor

I attended certification training from the Addonskills. Very much pleased with the professionalism, dedication, and timely help from the team. The direction and study material shared by Addonskills really helped me to grasp the concept on the fast track and saved a lot of time for me. One to one interaction with the mentor on doubts made me comfortable for the exam and real-world challenges. I highly recommend Addonskills for all kind of project management training and advisory/consulting services for the corporate.

Balakrishna Raju

I am greatly pleased to share that I have successfully obtained Program Management Professional (PgMP) Credential!! Without Addon Skills this journey wouldn’t have been possible. Special thanks to Addon Skills team for the guidance/support throughout the process, you made it to so easy for me to pass the exam. Addon Skill Training material and notes helped Big time for fundamentals of Program management. Question banks with explanation were very helpful in gaining the thorough understanding of all domains. Question bank is very close to the exam question.

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.

Abdul Mobeen

Kailash Upadhyay is an excellent trainer who is passionate about his job. He knows how to keep the trainees engaged on long remote training sessions. I wish him all the best.Upadhyay is an excellent trainer who is passionate about his job. He knows how to keep the trainees engaged on long remote training sessions. I wish him all the best.

Jeeva Iyer

Excellent trainer for PMP and PMI related certifications. Very practical approach and exam oriented as well.

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