If you are new to Python or any computer programming, the course instructions make it easy for you to code together with me. I explain code line by line.

The gentle pace takes you gradually from these basics of NLP foundation to being able to understand Mathematical & Linguistic (English-Language based, Non-Mathematical) theories of Deep Learning.

Natural Language Processing Foundation

Linguistics & Semantics - study the background theory on natural language to better understand the Computer Science applications

Pre-processing Data (cleaning)

Regex, Tokenization, Stemming, Lemmatization

Part-of-Speech Tagging

The topics outlined below are taught using practical Python projects!

Text Classification & Sentiment Analysis

Unsupervised Sentiment Analysis

Topic Modelling

Word Embedding with Deep Learning Models

LSTM using TensorFlow, Keras Sequence Model

Speech Recognition

Convert Speech to Text

Who this course is for:
Anyone who is curious about data science & NLP
Those who are in the Business & Marketing world - learn use NLP to gain insight into customers & products. Can help at interviews & job promotions.
If you intend to enrol in an NLP/Data Science course but are a total newbie, complete this course before to avoid being lost in class since it can seem overwhelming if classmates already have a foundation in Python or Datascience.

Requirements
No previous programming knowledge necessary. The lectures slowly explain the python syntax as you code alone with me.
New to Python: you get explanations of the code as you code along with me but not only that - theory slides explain concepts to help you understand what's going on behind the code.
No data science knowledge required: lectures teach how to work with data and key modelling concepts.
No NLP knowledge required. Linguistic concepts are taught to give a strong foundation of NLP even before you get into practical coding. This helps you to grasp NLP modelling techniques and cleaning concepts better.

General
Complete name : 007 Text Preprocessing.mp4
Format : MPEG-4
Format profile : Base Media
Codec ID : isom (isom/iso2/avc1/mp41)
File size : 73.8 MiB
Duration : 6 min 29 s
Overall bit rate : 1 589 kb/s
Writing application : Lavf58.12.100

Video
ID : 1
Format : AVC
Format/Info : Advanced Video Codec
Format profile : Main@L3.1
Format settings : CABAC / 4 Ref Frames
Format settings, CABAC : Yes
Format settings, RefFrames : 4 frames
Codec ID : avc1
Codec ID/Info : Advanced Video Coding
Duration : 6 min 29 s
Bit rate : 1 453 kb/s
Nominal bit rate : 3 000 kb/s
Width : 1 280 pixels
Height : 720 pixels
Display aspect ratio : 16:9
Frame rate mode : Constant
Frame rate : 30.000 FPS
Color space : YUV
Chroma subsampling : 4:2:0
Bit depth : 8 bits
Scan type : Progressive
Bits/(Pixel*Frame) : 0.053
Stream size : 67.4 MiB (91%)
Writing library : x264 core 148
Encoding settings : cabac=1 / ref=3 / deblock=1:0:0 / analyse=0x1:0x111 / me=umh / subme=6 / psy=1 / psy_rd=1.00:0.00 / mixed_ref=1 / me_range=16 / chroma_me=1 / trellis=1 / 8x8dct=0 / cqm=0 / deadzone=21,11 / fast_pskip=1 / chroma_qp_offset=-2 / threads=22 / lookahead_threads=3 / sliced_threads=0 / nr=0 / decimate=1 / interlaced=0 / bluray_compat=0 / constrained_intra=0 / bframes=3 / b_pyramid=2 / b_adapt=1 / b_bias=0 / direct=1 / weightb=1 / open_gop=0 / weightp=2 / keyint=60 / keyint_min=6 / scenecut=0 / intra_refresh=0 / rc_lookahead=60 / rc=cbr / mbtree=1 / bitrate=3000 / ratetol=1.0 / qcomp=0.60 / qpmin=0 / qpmax=69 / qpstep=4 / vbv_maxrate=3000 / vbv_bufsize=6000 / nal_hrd=none / filler=0 / ip_ratio=1.40 / aq=1:1.00

Audio
ID : 2
Format : AAC
Format/Info : Advanced Audio Codec
Format profile : LC
Codec ID : mp4a-40-2
Duration : 6 min 29 s
Bit rate mode : Constant
Bit rate : 128 kb/s
Channel(s) : 2 channels
Channel positions : Front: L R
Sampling rate : 44.1 kHz
Frame rate : 43.066 FPS (1024 SPF)
Compression mode : Lossy
Stream size : 5.94 MiB (8%)
Default : Yes
Alternate group : 1

Citación :

https://rapidgator.net/file/65f7a09c265f23b1836bbe980bbda099/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part1.rar.html
https://rapidgator.net/file/89ac2706cf8a8faf5e5c7960ddb42ffc/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part2.rar.html
https://rapidgator.net/file/2a0bbac83e9949414e7c708de5a73a0a/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part3.rar.html
https://rapidgator.net/file/51e70f8760d9d059784c6e001a55a350/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part4.rar.html
https://rapidgator.net/file/30dd3187d1af3dd9774a4b360b3d1836/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part5.rar.html
https://rapidgator.net/file/c3b1bb4a2462e428fb2edbb8903fa9d6/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part6.rar.html


https://nitroflare.com/view/8EF85EBFFF0018E/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part1.rar
https://nitroflare.com/view/266CA291AF4476A/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part2.rar
https://nitroflare.com/view/093CEB39CB15BFB/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part3.rar
https://nitroflare.com/view/BE392EF9F41EB28/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part4.rar
https://nitroflare.com/view/74B78B26CD6B426/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part5.rar
https://nitroflare.com/view/2CF0C1665EE9F45/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part6.rar


https://katfile.com/mi65rfkpx8sb/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part1.rar.html
https://katfile.com/t3u650zh6506/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part2.rar.html
https://katfile.com/weuk51rsnm0j/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part3.rar.html
https://katfile.com/b4u871h44g43/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part4.rar.html
https://katfile.com/y73u0v9p11al/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part5.rar.html
https://katfile.com/bthaq1mihy98/lpa5y.A.Complete.Natural.Language.Processing.Beginner.Masterclass.part6.rar.html