Complete Chatbot Course Using Rasa Framework & Python

Course content

  • Introduction
  • Rasa Natural Language Understanding (NLU)
  • Rasa NLLJ – Custom Components
  • Introduction to Rasa Core
  • Dialogue Policies
  • Slots – Bots Memory
  • Forms
  • Fallback Policy
  • Section 5 – Improving the Bot – Add Buttons – Multi Search – Reset Slots – Debug
  • Handling Small Talk
  • Registering Domain – Creating Server – MySQL – Adding products to DB
  • Section 13: Channel Specific Responses
  • Deploying Rasa on Server Using Docker
  • Adding SSL Certificate for FREE
  • Integrating with Facebook Messenger
  • Integration with Telegram
  • External Events & Notifications

Ansible for Network Engineers: Quick Start GNS3 & Ansible

Course content

  • Welcome
  • GNS3 2.1 Install
  • Ansible Quick Start – Ansible infrastructure requirements
  • Ansible Quick Start: Ad hoc commands
  • Ansible Quick Start: Raw Playbooks and Cisco IOS Command module Playbooks
  • Ansible Quick Start: Ansible CLI Playbook
  • Ansible Quick Start: Playbooks and Cisco IOS Config module
  • More Content
  • Cumulus Linux and Ansible Automation
  • Network Automation Appliance

Introduction To Telecom Networks: Fixed/Wireless Networks

Course content

  • Legacy Public Switched Telephone Networks
  • Internet and its Architecture
  • Layered Architecture of Telecommunication Networks
  • IP Networks
  • Voice Over IP (VOIP) Technology
  • IP Multimedia Subsystem (IMS)
  • Mobile/Cellular Systems: 4G LTE Mobile Communication Systems
  • Network Function Virtualization (NFV) & Telco Cloud in Mobile Networks
  • Integration of NFV & Software Defined Networking (SON) in Telco Cloud
  • Optical Fiber Access Networks (OFAN) using PON/FTTH
  • Optical Fiber Transmission Networks Using DWDM Systems
  • Bonus Lecture

Deep Learning: GANs and Variational Autoencoders

Course content

  • Introduction and Outline
  • Generative Modeling Review
  • Variational Autoencoders
  • Generative Adversarial Networks (GANs)
  • Theano and Tensorflow Basics Review
  • Setting Up Your Environment (FAQ by Student Request)
  • Extra Help With Python Coding for Beginners (FAQ by Student Request)
  • Effective Learning Strategies for Machine Learning (FAQ by Student Request)
  • Appendix / FAQ Finale

ISTQB AI Testing – Learn best practices and prepare for exam

Course content

  • Introduction to A1
  • Quality Characteristics for A1-Based Systems
  • Machine Learning (ML) — Overview
  • ML – Data
  • ML Functional Performance Metrics
  • ML — Neural Networks and Testing
  • Testing A1-Based Systems Overview
  • Testing A1-Specific Quality Characteristics
  • Methods and Techniques for the Testing of A1-Based Systems
  • Test Environments for A1-Based Systems
  • Using A1 for Testing

Neuroplasticity: The Ultimate Brain Rewiring Formula 3.0 ®

Course content

  • Neuroplasticity – A Complete Introductory Guide
  • Optimized Mental Performance And Neuroplasticity Rewiring
  • Improve And Control Your Mental Health Through Neuroplasticity
  • The Psychiatry And Psychotherapeutic Study Of Neuroplasticity
  • Overcoming Anxiety: Controlling The Anxious Self
  • The Neuroplasticity Behind A Peaceful And Clear Mind
  • Overcoming Depression Through Neuroplasticity
  • Simple Auditory Systems For Brain Rewiring
  • Enhancing The Human Memory Through Neuroplasticity
  • Social And Cognitive Plasticity And Control Through Neuroplasticity
  • The Negative Side Of Neuroplasticity That People Don’t Know About
  • Enhancing Your Learning Ability And Cognitive Limitation Through Neuroplasticity
  • Boosting Your Confidence And Self-Esteem Like Never Before
  • Activate 100% Of Your Brain Power And Capacity
  • Speed Reading Through Neuroplasticity – Read IOX Faster Than Before
  • The Rewiring Process Behind Self-Discipline
  • Using Your Brain’s Plasticity To Control Emotions And Ensure Neural Growth
  • Neuroplasticity, Motivation, And Success
  • The Use Of Neuroplasticity To Rewire Your Personality And Behavior
  • Ensure Self-Regulation, Personal Transformation and A Happy Life
  • Systems And Formulas To Improve The Rewiring Process
  • Boosting Your Confidence Through Neuroplasticity
  • Re-wiring Your Conscious And Subconscious Behavioral Systems
  • Eliminating Conscious And Subconscious Unwanted Behaviours
  • Implementing New Behaviours And Habits For A Healthier Life
  • Friends, Environment, Society, And Their Effect On Your Brain’s Plasticity
  • A FREE Copy Of My Best-Selling Book: The Habits Of Success
  • Overcoming Bad and Detrimental Habits Through Brain Wiring
  • Using Neuroplasticity And Building Systems To Increase Focus And Concentration
  • The Science Behind Properly Setting Goals To Ensure Execution And Success
  • Rewiring The Effective Methods Behind Time Management, Planning And Execution
  • Boosting Your Creativity And Productivity Through Mind Mapping – Neuroplasticity
  • Supplemental Resources – Ensuring Optimal Learning, Understanding & Application