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Project Management
Agile and Scrum
Business Management
Technical Training
Quality Management
Data Science with Python
298 Google reviews
0 students enrolled
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
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 !!
Sreenivasan Dakshinamoorthy
The training conducted by Addon Skills trainers Sanjay Q and Kailesh U was very effective because of the in-depth knowledge on Program Management domains by the trainers. This training and the post training follow-up was a unique experience that they are ensuring all the trainees are acquiring adequate knowledge about the subject matter. Also they help to go through the exam preparation period till the day of exam by Q&A sessions, problem solving sessions, etc. The most commentable thing about them is, they are available to clear your doubts 24×7. I wish Addon Skills a great future and thereby to make many aspirant project managers achieve their skills.
Chirag Kapadia
I have attended Portfolio Management Professional (PfMP) certification training from Addon Skills and Mr. Kailash Upadhyay delivered the training. I must say the training made every concept cleared. Not just the training but the mock test and post-training Videos from Addon Skills really helped in this certification journey. The best part of engaging with Addon Skills is the “Telegram” group access where aspiring professionals discuss their doubts and clarifies their assumptions about the concept. I am thankful to Addon skills for the training as this was a major contributor in achieving this certification and becoming one of the first 900 PfMP certified professionals in the world.
Vinit Menon
Thanks for the excellent training on PMP. The concepts and processes was clearly explained by Kailash. He was very disciplined and more focused on trainees efforts to understand PMP instead of finishing the workshop as soon as possible. I would recommend kailash for PMP training for those who are interested in PMP training.
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Deepti Jagtap
Thank you sir for a your training,it was a good experience and learning.kailash upadhyay is good trainer, if any1 want to do PMP, u can join his training.. He clears all the concept and makes training interactive by discussing many different topics and examples of subject.