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Natural Language Processing (NLP) Using Python


Name Product: Natural Language Processing (NLP) Using Python

Sale Page: _https://www.python.org/

Price: $40
Natural Language Processing (NLP) Using Python
This series will provide an overview and working knowledge of Natural Language Processing (NLP), using Python’s Natural

Language Toolkit (NLTK) library within an Anaconda environment. It is intended for users who have basic programming

knowledge of Python and want to start with NLP.

The tutorial starts with an introduction to data structures and regular expressions, then progresses to accessing and analyzing text

using NLTK, and finally graduating to making predictions on text using Python’s machine learning module, Scikit Learn. Topics

covered in this video include:

Setting up the Environment. After providing an overview to this video series, this clip shows you how to install and run Python, as

well as Anaconda and the necessary libraries (including NLTK).
Manipulating Data. Explores how to manipulate data in Python, using these data structures: strings, lists, tuples, dictionaries, and

sets.
Using Regular Expressions (Regex). Explores using Regular Expressions (Regex) in Python including creating a Regex grammar,

using Search and FindAll methods, using special characters in Regex, and applying pattern-matching and string-substitution.
Accessing Files and Reading Text. Covers the ways of accessing files and reading text, including retrieving directories, reading text

(.txt) files, reading MS Word (.docx) documents, reading .pdf files, and reading and accessing NLTK corpora.
Extracting, Cleaning, and Preprocessing Text, Part 1. Explores extracting, cleaning and preprocessing text, using sentence and

word tokenization, bigrams, trigrams, and ngrams, stemming, lemmatization, and stop-word removal.
Extracting, Cleaning, and Preprocessing Text, Part 2. Covers the process of extracting, cleaning, and preprocessing text, using Part

of Speech (POS) tagging, and named entity recognition.
Analyzing Sentence Structure. Explains how to analyze a sentence structure, including using syntax trees, chunking of words,

chinking of words, and context-free grammar (CFG).
Classifying Text, Part 1. Covers text classification using machine learning, including understanding the concepts of bag of words,

CountVectorizer, and Term Frequency – Inverse Document Frequency (TF-IDF).
Classifying Text, Part 2. Explores text classification using machine learning, including converting text to features and labels, using

Multinomial Naïve Bayes Classifier, and leveraging the confusion matrix.
Putting the Pieces Together: NLP Project on Sentiment Analysis. Implements everything we have learned so far on a data set. This

full NLP project summarizes topics discussed in the previous tutorials to create the machine learning classifier in performing

sentiment analysis.

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Advanced Mind Bending Language Hypnotherapy


Name Product: Advanced Mind Bending Language Hypnotherapy

Sale Page: _https://hypnosistrainingacademy.com/advanced-mind-bending-language-hypnotherapy/

Price: $177

In these rare, “guerrilla” DVDs I detail below you’ll be able to “sit in” on an exclusive mentoring program (held just for my licensed trainers) and see – through my interactive point-by-point coaching and feedback – how to evolve from “doing mind bending language” to creating a series of profound rapid-fire unconscious shifts.

DVD #1: How to Create Spontaneous, Natural Mind Bending Language

This starts off with a live coaching session – where 2 students come up – one to be the hypnotist and the other the subject. I then provide point-by-point coaching and feedback as they go along to DEMONSTRATE how to make MBL authentically natural; rather than an exercise that relies on clunky “language patterns”.
You’ll see how to make MBL as natural as the rest of your conversation (so you are completely covert).
The DVD ends with a philosophical discussion of the 3 stages of learning: mechanical (you don’t know why it works, just what to do), principles based (where you figure out how it works) and finally intuitive (it all becomes easy and natural now).

DVD #2: MBL Philosophy and Expanding Your Subject’s Consciousness

On this DVD the focus is on the importance of “not trying so hard” and letting mind bending moments happen naturally.
The coaching (captured on this DVD) focuses on NOT trying to solve the client’s problem – which leads to giving advice – and instead expanding your subject’s point-of-view so that they find their own solutions. You’ll see how in doing so MBL starts to have a strange and compelling logic (it evolves past the “random crazy stuff” that people usually throw out there!)
Then there is a discussion about the general strategies we try to use in MBL – so that we can be confident that the subject will change without us having to force our advice on them!

DVD #3: “Unconscious Moments” And Creating Powerful Healing Trances

This DVD starts with a recap of the key principle of SLOWING DOWN and taking the pressure off so internal unconscious change in your subject emerges naturally.
This DVD also focuses on the idea of spotting “Unconscious Moments” that are the best opportunities for a powerful healing trance.
Then there’s a great segment where I walk round the room and interrupt people mid exercise to coach them live in the moment. You can hear a bunch of these impromptu coaching sessions for your own insights.

DVD #4: Mining the Subconscious Mind for Answers

This DVD focuses on the main themes for the training: slow down, stop giving advice, stop trying to force the change, pay attention to Unconscious moments, etc.
There is advice given on how you go from mechanical clumsiness to magical artistry.
The coaching session then focuses on a relationship issue. One of the things you’ll get from this DVD is how NOT to get sucked into the client’s problem reality – and learning how to separate what their conscious mind THINKS is going on and what is really happening at an UNCONSCIOUS level. Very important!

DVD #5: “Smart” Mind Bending Language & Using MBL Formulas in Public

On this DVD my MBL cards are used to stretch the students range a bit.
There is a Q&A segment on how to make my MBL Cards work in public, even though they are not particularly designed for that context.
Then there’s another live coaching session. Afterwards there is a LONG discussion on how to “get” the clever language patterns – you’ll see Randy who is fixated on an unhelpful approach and how, using MBL, I slowly bring him around to seeing how to be more effective.

DVD #6: Taking the Pressure Off with Natural Covert Communication

The theme in this DVD is “less is more” – when to shut up, when to simplify your suggestions etc., to make the whole process of “working” with a subject more natural and easy.
You’ll see how by saying less, MBL actually becomes more natural, covert as well as effective.
You’ll also see how by adopting the mind set of NOT trying to resolve someone else’s problem – your mind will stay open enough for you to spot the unconscious moments where the right MBL phrase will speed up and deepen the transformation process.

DVD #7: Handling Resistance Demonstration: A Blend of Ericksonian Hypnosis & Mind Bending Language

This DVD focuses on the power of strategic pausing – rather than rambling on and ruining good suggestions by moving ahead to quickly.
By pausing (at strategic points) it gives your subject critical processing time.
You’ll also see how to clearly create a distinction between states (trance v waking.)
The bulk of the DVD, however, is me doing a demo with Randy on how to resolve resistance. Randy keeps trying to intellectualize the experience – and interferes with the hypnotic process as a result.
However you’ll see how (using a combination of Ericksonian hypnosis and MBL) I create a strong conscious / unconscious dissociation in Randy so that even though he doubts anything is happening – and keeps trying to interfere – he unconsciously resolves his issue of resistance to the concepts being taught.

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