X
Search results for:
No result found! Try with different keywords!
Users
Organizers
Events
Advertisement

Weekend Data Science Classes in Python with Deep Learning, Machine Learning, Artificial Neural Networks Modelling-Chennai, India

Booking Inquiry
Request a callback from the organizer.
Advertisement

Weekend Data Science Classes in Python with Deep Learning, Machine Learning, Artificial Neural Networks Modelling-Chennai, India


**This is an online event**

Training will start on 3rd November and end on 25th November. Every Saturday and Sunday Morning (  11 AM EST ) classes for 2 hours with Live Instructor from Banglore and Toronto.

*Meeting URL will be sent separately -- Don't panic if you don't see as part of Event Ticket*


Where: Virtual

When: 3rd November 2018 - 25th November 2018  ( 11 AM EST )

Instructor: Shailendra Pathak, Chandan Kumar

Content: 

General Admission is ($349.00)

Tired of Cookie cutter AI/Machine learning course?  We feel your pain where Instructor is worse than Wikipedia?

Don't get fooled by all cookie cutter courses where they only talk about ready to use Libraries and tools, our program is a ground up approach where we teach the Math behind each algorithm and then teach how to code it in Python. No programming experience needed as we will teach you Python as well.

Each module will have task and assignment ( home work) so that you could apply what you learned. All solved assignments are posted next week. We also provide Interview preparation at end of the session.

All students are eligible for life long support via our forums Q/A.  https://www.becloudready.com/forum/questions

 

Who is the target audience?



No programming experience is required.



Downloading and installing IDE and tools are included in the course



High-school Math and willingness to learn




Intro and set up







Setting up python at your machines



introducing python IDE







Basics about python







Basics about python and its advantages



How python handles data



Lists, arrays and dataframes



types of data and variables - float, int



Dictionaries



Loops and inumeration variables










Data Handling and mining in python with example







Importing csv files



Writing external files



Functions



Intro to libraries like scipy, numpy, pandas etc










Descriptive analysis using Python







Summarising basic data -- Mean, Median , percentiles etc



Creating new variables in a dataframe



group by using SQL in python



aggreagation using python functions



Practical example and exercise










Linear regression using Python - OLS regression







Creating covariance matrix of variables



correlation and multicollinearity



Assumptions of OLS and its interpretation



R-square and goodness of fit



Practical Development of a OLS model and its performance evaluation







Logistic Regression using python - Probability distributions and Parametric modeling







Introduction to the concept of probability distributions



Dummy variables



Difference between OLS and a proababilistic model like logistic



Hosmer-Lemeshov statistics and KS statistics and concordance



Practical Development of a logistic model and its performance evaluation










Intro to Machine learnign and Deep learning concepts - Non-parametric modeling







Difference from parametric modeling



Classes of machine learning models - supervised learning and unsupervised learning



What is the logic behind neural networks



What are classification trees



Random forests and gradient boosting - an introduction










Practical example of Random Forest modeling







Practical development of a RF model using data



Model parameter interpretation



Model performance evaluation - AUC and ROC



Model tuning










Practical example of Artificial Neural Networks modeling







Practical development of a ANN model using data



Model parameter interpretation



Model performance evaluation - AUC and ROC



Model tuning







Practical example of Stochastic Gradient Boosting Models







Practical development of a GBM model using data



Model parameter interpretation



Model performance evaluation - AUC and ROC



Model tuning



REFUND POLICY



100% refund only, if you can't attend it due to medical emergencies with proof.



If the training has not been conducted for any reason, full refund.



if you just change your mind then you will be assigned to next batch.



Contact us at dHJhaW5pbmcgfCBiZWNsb3VkcmVhZHkgISBjb20= for any questions. Group discounts are available. Corporate training is also available. 

See our course catalog at - https://www.becloudready.com/training



You may also like the following events from Becloudready:

Also check out other Workshops in Chennai, Business Events in Chennai, Nonprofit Events in Chennai.

Liked this event? Spread the word :

Map Chennai, India, Chennai, India, India
Loading venue map..
Event details from Report a problem

Are you going to this event?

Advertisement

More Events in Chennai

Explore More Events in Chennai