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Application of Machine Learning Techniques

1 Lesson
1.6 hour

Free International Webinar–1161 “Application of Machine Learning Techniques“ Date:21.01.2023 (21st  …

What you'll learn
How to convert text into vectors using CountVectorizer, TF-IDF, word2vec, and GloVe
How to implement a document retrieval system / search engine / similarity search / vector similarity
Probability models, language models and Markov models (prerequisite for Transformers, BERT, and GPT-3)
How to implement a cipher decryption algorithm using genetic algorithms and language modeling
How to implement spam detection
How to implement sentiment analysis
How to implement an article spinner
How to implement text summarization
How to implement latent semantic indexing
How to implement topic modeling with LDA, NMF, and SVD
Machine learning (Naive Bayes, Logistic Regression, PCA, SVD, Latent Dirichlet Allocation)
Deep learning (ANNs, CNNs, RNNs, LSTM, GRU) (more important prerequisites for BERT and GPT-3)
Hugging Face Transformers (VIP only)
How to use Python, Scikit-Learn, Tensorflow, +More for NLP
Text preprocessing, tokenization, stopwords, lemmatization, and stemming
Parts-of-speech (POS) tagging and named entity recognition (NER)

Impacts of Artificial Intelligence

1 Lesson
2 hours

International Free Webinar-1338 “Impacts of Artificial Intelligence“ Date: 03.04.2023 (3rd  …

What you'll learn
Learn how to use Artificial Intelligence tools to boost your sales and marketing.
Use AI to outrank your competitors.
Use AI in your Email marketing to increase open rates and optimize delivery.
Use AI in your Content marketing, to write content 5X faster.
Use AI in your Social Media Marketing automatically creates engaging content for your fans in minutes!
Use AI to help you understand customer behavior and make decisions faster.
Use AI to determine the ideal time to deliver an email to each of your subscribers, helping you exponentially increase your email open rates.
Use AI to discover the exact changes you need to make to outrank your competitors and rank #1 on Google.
Use AI to take care of all your customer service requests via chat or social media.
Chat and messaging to automate customer service and sales.

Basics of Artificial Intelligence

1 Lesson
56 minutes

International Free Webinar-1342 “Basics of Artificial Intelligence“ Date: 05.04.2023 (5th  …

What you'll learn
Build an AI
Understand the theory behind Artificial Intelligence
Make a virtual Self Driving Car
Make an AI to beat games
Solve Real World Problems with AI
Master the State of the Art AI models
Deep Q-Learning
Deep Convolutional Q-Learning
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