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Data Science with Python
255 Google reviews
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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.
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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
Our Testimonials
Manali Khimasia
Attending Addon Skills PgMP certification course gave me a lot of confidence for attempting the exam and I successfully cleared the exam on my first attempt. The course material was thorough and all important concepts were explained in detail during the 3 days training. The best part about Addon Skills was that the training was not limited to 3 day classroom session. Another 10 online sessions were conducted to discuss questions and clear doubts. We were also provided with videos, question banks and highlights of important concepts and likely questions from SPMv3. Besides, Kailash personally reviewed each of our applications multiple times and gave valuable feedback for improvements till it was ready for submission. I strongly recommend Addon Skills for professional certification preparation courses since they provide complete guidance and support till the date you take your certification exam.
Noor Shaikh
I have attended the PgMP training from Addon Skills in the month of February 2017.Trainers are highly professionals who share deep knowledge in the subject with the real time experience which helped me to understand the program management concept. Even after the completion of course they followup on study, guidance on exam form filling and the approach to solve the questions is commendable. Addon Skills boosted moral every time when I felt low in confidence. I recommend Addon Skills to those who aspire to become PMP or PgMP or PfMP certified because they are the best. Thanks a ton, Addon Skills for your instructions and guidance. Your training was absolutely the reason I was able to master this material so fast and pass PgMP exam.
Nitin Rai
Addon Skills sheer committment anf focused approach toward each and every aspirant ensures every aspirant achieve their goal. I must say their overall training approach, study materials, question bank, post training support helped me alot in my journey of PgMP certification. Best part of joining your course is that you will get introduced to multiple aspirant who have same goal as you and interaction with same group help you to not only clear your doubt and query but also stay motivated and focused for exam, Also the process of un-learn few of our way of doing things and re-learn few new things as per PMI way. This is where your help comes very handy. Lastly, I want to wish all the very best to all PgMP aspirant.
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.
