description Description

Price‌ ‌-‌ ‌Paid:‌ 
3705‌ 
 
JobsForHer‌ ‌Offer:‌ 
0‌ 
 
Description:‌ 
This‌ ‌course‌ ‌covers‌ ‌a‌ ‌wide‌ ‌range‌ ‌of‌ ‌tasks‌ ‌in‌ ‌Natural‌ ‌Language‌ ‌Processing‌ ‌from‌ ‌basic‌ ‌to‌ 
advanced:‌ ‌sentiment‌ ‌analysis,‌ ‌summarization,‌ ‌dialogue‌ ‌state‌ ‌tracking,‌ ‌to‌ ‌name‌ ‌a‌ ‌few.‌ ‌Upon‌ 
completing,‌ ‌you‌ ‌will‌ ‌be‌ ‌able‌ ‌to‌ ‌recognize‌ ‌NLP‌ ‌tasks‌ ‌in‌ ‌your‌ ‌day-to-day‌ ‌work,‌ ‌propose‌ 
approaches,‌ ‌and‌ ‌judge‌ ‌what‌ ‌techniques‌ ‌are‌ ‌likely‌ ‌to‌ ‌work‌ ‌well.‌ ‌The‌ ‌final‌ ‌project‌ ‌is‌ ‌devoted‌ ‌to‌ 
one‌ ‌of‌ ‌the‌ ‌most‌ ‌hot‌ ‌topics‌ ‌in‌ ‌today’s‌ ‌NLP.‌ ‌You‌ ‌will‌ ‌build‌ ‌your‌ ‌own‌ ‌conversational‌ ‌chat-bot‌ ‌that‌ 
will‌ ‌assist‌ ‌with‌ ‌search‌ ‌on‌ ‌StackOverflow‌ ‌website.‌ ‌The‌ ‌project‌ ‌will‌ ‌be‌ ‌based‌ ‌on‌ ‌practical‌ 
 
 
 
 
assignments‌ ‌of‌ ‌the‌ ‌course,‌ ‌that‌ ‌will‌ ‌give‌ ‌you‌ ‌hands-on‌ ‌experience‌ ‌with‌ ‌such‌ ‌tasks‌ ‌as‌ ‌text‌ 
classification,‌ ‌named‌ ‌entities‌ ‌recognition,‌ ‌and‌ ‌duplicates‌ ‌detection.‌  
 
Throughout‌ ‌the‌ ‌lectures,‌ ‌we‌ ‌will‌ ‌aim‌ ‌at‌ ‌finding‌ ‌a‌ ‌balance‌ ‌between‌ ‌traditional‌ ‌and‌ ‌deep‌ ‌learning‌ 
techniques‌ ‌in‌ ‌NLP‌ ‌and‌ ‌cover‌ ‌them‌ ‌in‌ ‌parallel.‌ ‌For‌ ‌example,‌ ‌we‌ ‌will‌ ‌discuss‌ ‌word‌ ‌alignment‌ 
models‌ ‌in‌ ‌machine‌ ‌translation‌ ‌and‌ ‌see‌ ‌how‌ ‌similar‌ ‌it‌ ‌is‌ ‌to‌ ‌attention‌ ‌mechanism‌ ‌in‌ 
encoder-decoder‌ ‌neural‌ ‌networks.‌ ‌Core‌ ‌techniques‌ ‌are‌ ‌not‌ ‌treated‌ ‌as‌ ‌black‌ ‌boxes.‌ ‌On‌ ‌the‌ 
contrary,‌ ‌you‌ ‌will‌ ‌get‌ ‌in-depth‌ ‌understanding‌ ‌of‌ ‌what’s‌ ‌happening‌ ‌inside.‌ ‌To‌ ‌succeed‌ ‌in‌ ‌that,‌ ‌we‌ 
expect‌ ‌your‌ ‌familiarity‌ ‌with‌ ‌the‌ ‌basics‌ ‌of‌ ‌linear‌ ‌algebra‌ ‌and‌ ‌probability‌ ‌theory,‌ ‌machine‌ ‌learning‌ 
setup,‌ ‌and‌ ‌deep‌ ‌neural‌ ‌networks.‌ ‌Some‌ ‌materials‌ ‌are‌ ‌based‌ ‌on‌ ‌one-month-old‌ ‌papers‌ ‌and‌ 
introduce‌ ‌you‌ ‌to‌ ‌the‌ ‌very‌ ‌state-of-the-art‌ ‌in‌ ‌NLP‌ ‌research.‌ 
 
Duration:‌ ‌5‌ ‌weeks‌ 
 
 
Price:‌ ‌‌INR‌ ‌3705‌ 
 
JobsForHer‌ ‌Price:‌ ‌FREE‌  
 
By‌ ‌National‌ ‌Research‌ ‌University‌ ‌Higher‌ ‌School‌ ‌of‌ ‌Economics‌ 
 
Apply‌ ‌to‌ ‌this‌ ‌course‌ ‌now‌ ‌and‌ ‌stand‌ ‌a‌ ‌chance‌ ‌to‌ ‌win‌ ‌it‌ ‌for‌ ‌FREE!‌  
 
Hurry,‌ ‌last‌ ‌date‌ ‌is‌ ‌July‌ ‌25th!‌