Free
Education 1.0 to Education 4.0
Free International Webinar – 1892 Institute of Global Professionals – …
What you'll learn
Understand the Agriculture Industry and the vital role it plays in Society
Explore the Agriculture Industry using key insights to gain a richer and deeper understanding about the Agriculture Industry
Explore the Challenges of the Agriculture Industry
Discover the Opportunities for Innovation in the Agriculture Industry
Explore Industry 4.0 and the Industry 4.0 Environment
Discover Cyber Physical Systems (CPS), the benefits and the drawbacks of CPS
Explore the Impact of Industry 4.0 on the Agriculture Industry
Discover the Barriers for Implementing Industry 4.0
Understand the Drivers of Implementing Industry 4.0
Free
Role of Teachers in Inculcating Values in Schools
Free International Webinar – 1837 Institute of Global Professionals – …
What you'll learn
Strategies for improving the well-being of staff and students in a school community (leadership)
How to implement policies that will lead to genuine teacher wellbeing in a school community (leadership)
How teachers can look after themselves in a school environment (teacher)
How the best schools transform student behaviour (leadership and teacher)
How some schools are reforming their approach to teacher performance management (leadership)
Free
Making students Society ready vs Industry Ready
Free International Webinar – 1819 Institute of Global Professionals – …
What you'll learn
Sociology
Key areas of discussion in Sociology such as Gender, Race, Parenting, Lifestyles.
Everything in this course is very much up to date so...'current Sociology'!
How poetry is used to teach/learn Sociology
Free
Writing project Proposal in Education and its importance
Free International Webinar – 1813 Institute of Global Professionals – …
What you'll learn
DESIGN PROJECTS THAT DONORS WILL SUPPORT
WRITE PROPOSALS THAT PERSUADE
Free
Role of Co-Curricular Activities & its Importance in Education
Free International Webinar – 1790 Institute of Global Professionals – …
What you'll learn
Integrate one or more of the 11 classroom activities into their training courses
Deliver significantly greater student engagement
Design a more effective learning environment
Create word-of-mouth buzz for their company's training programs
Create more memorable corporate learning experiences
Course content
Free
Learning and Curriculum Model of Thematic Assessment
Free International Webinar – 1784 Institute of Global Professionals – …
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)
