Overview This Healthy Eating - Physical & Mental Health course will unlock your full potential and will show you how to excel in a career in Healthy Eating - Physical & Mental Health. So upskill now and reach your full potential. Everything you need to get started in Healthy Eating - Physical & Mental Health is available in this course. Learning and progressing are the hallmarks of personal development. This Healthy Eating - Physical & Mental Health will quickly teach you the must-have skills needed to start in the relevant industry. In This Healthy Eating - Physical & Mental Health Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Healthy Eating - Physical & Mental Health skills to help you advance your career. Acquire a comprehensive understanding of various Healthy Eating - Physical & Mental Health topics and tips from industry experts. Learn in-demand Healthy Eating - Physical & Mental Health skills that are in high demand among UK employers, which will help you to kickstart your career. This Healthy Eating - Physical & Mental Health course covers everything you must know to stand against the tough competition in the Healthy Eating - Physical & Mental Health field. The future is truly yours to seize with this Healthy Eating - Physical & Mental Health. Enrol today and complete the course to achieve a Healthy Eating - Physical & Mental Health certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Healthy Eating - Physical & Mental Health course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Healthy Eating - Physical & Mental Health course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate. Certificate of Achievement Upon successfully completing the Healthy Eating - Physical & Mental Health course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Healthy Eating - Physical & Mental Health is suitable for anyone aspiring to start a career in Healthy Eating - Physical & Mental Health; even if you are new to this and have no prior knowledge on Healthy Eating - Physical & Mental Health, this course is going to be very easy for you to understand. And if you are already working in the Healthy Eating - Physical & Mental Health field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. Taking this Healthy Eating - Physical & Mental Health course is a win-win for you in all aspects. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Healthy Eating - Physical & Mental Health course has no prerequisite. You don't need any educational qualification or experience to enrol in the Healthy Eating - Physical & Mental Health course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Healthy Eating - Physical & Mental Health course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum PROMO Video - Eating Healthy 00:04:00 Introduction Healthy Eating Lifestyle 00:06:00 Powerful Benefits of Eating Healthy 00:05:00 Alkaline Foods & Food Pyramid Alkaline Foods vs Acidic 00:07:00 Understanding The Food Pyramid 00:09:00 Food Cholesterol Food Cholesterol 00:10:00 Eating healthy & Healthy Meals Recommended Foods For Exceptional Health 00:09:00 Cooking Simple Healthy Meals 00:09:00 Guidelines To Well-being Guidelines To Well-being 00:10:00
Overview of Autism & Dyslexia Awareness Join our Autism & Dyslexia Awareness course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Autism & Dyslexia Awareness course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Autism & Dyslexia Awareness course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Autism & Dyslexia Awareness Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Autism & Dyslexia Awareness. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Autism & Dyslexia Awareness course, you can order your CPD Accredited Digital / PDF Certificate for £5.99. Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Autism & Dyslexia Awareness is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Autism & Dyslexia Awareness course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Autism & Dyslexia Awareness Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Autism Awareness Module 01: Autism Spectrum Disorder (ASD) 00:25:00 Module 02: Learning Difficulties Related to Autism 00:23:00 Module 03: Autism Diagnosis 00:16:00 Module 04: Cognitive Approaches in Autism 00:17:00 Module 05: Dealing with Autistic Individuals 00:22:00 Module 06: Other Considerations for Dealing with Autistic Individuals 00:19:00 Module 07: Engagement in Autism Awareness 00:13:00 Dyslexia Module 01: Introduction to Dyslexia 00:18:00 Module 02: Dyslexia and Learning Difficulties 00:18:00 Module 03: Dyslexia in the School 00:23:00 Module 04: Cognitive Approaches in Dyslexia 00:16:00 Module 05: The Legal Rights of Dyslexics 00:14:00
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Duration 5 Days 30 CPD hours This course is intended for System architects and system administrators Overview By the end of the course, you should be able to meet the following objectives: Plan a deployment for VMware Cloud Foundation Understand VMware Cloud Foundation and supporting architecture Configure VMware Cloud Foundation for VMware Cloud Connectivity Understand the VMware Cloud Foundation subscription licensing model Perform Day-Zero tasks Perform VMware Cloud Foundation platform onboarding Manage user credentials in VMware Cloud Foundation Configure NSX networking in VMware Cloud Foundation Deploy and manage Workload Domains Deploy vSphere with Tanzu on VMware Cloud Foundation Understand and implement storage solutions and related policies Perform maintenance tasks for the VMware Cloud Foundation platform Manage certificates for VMware Cloud Foundation and connected technologies Manage the lifecycle for VMware Cloud Foundation Engage with VMware Cloud Foundation Technical Support This five-day training course provides you with the knowledge, skills, and abilities to achieve competence with VMware Cloud Foundation 5.0. This course teaches you how deploy VMware Cloud Foundation, and perform the tasks required for the initial configuration and ongoing operation after deployment. Course Introduction Introductions and course logistics Course objectives VMware cloud foundation overview Describe the VMware Cloud Foundation solution Describe VMware Cloud Foundation architecture Identify VMware Cloud Foundation components Describe the VMware Cloud Foundation topology VMware Cloud Foundation+ and VMware Cloud Connectivity Describe the VMware Cloud Foundation+ architecture Identify the pre-requisites for VMware Cloud Foundation+ Describe VMware Cloud Foundation+ value added features Configure subscription-based licensing parameters Describe the vCenter Cloud Gateway functionality Identify the vCenter Cloud Gateway components Describe the vCenter Cloud Gateway architecture Connect the vCenter Cloud Gateway to VMware Cloud Describe the VMware Cloud platform Describe the VMware vSphere+ services used in VMware Cloud Foundation+ Demonstrate the capabilities of the VMware Cloud user interface for VMware Cloud Foundation+ Day Zero Tasks Identify the requirements for deploying VMware Cloud Foundation Describe the VMware Cloud Foundation bring-up process Identify the information required for the Planning and Preparation Workbook Complete the Deployment Parameter Workbook Describe how VMware Cloud Builder automates the deployment process Identify the configuration validation process performed by VMware Cloud Builder Describe the deployment of the management domain Post-Deployment Operations Complete the Onboarding Wizard Understand VMware Cloud Foundation integration with VMware Single Sign-On Configure user access to VMware Cloud Foundation Describe the importance of user roles in vSphere Configure identity sources for VMware Cloud Foundation Perform the SDDC Manager backup and restore process Identify steps in the NSX backup and restore process Manage passwords in VMware Cloud Foundation Explain the importance of using VMware Cloud Foundation to manage passwords for vSphere components Manage and secure a primary password list Describe the process for rotating passwords not managed by VMware Cloud Foundation VMware Cloud Foundation Networking with NSX Describe network virtualization with NSX Recognize NSX operational planes Identify NSX components Describe logical switching Describe NSX Data Center deployment in VMware Cloud Foundation Explain how logical routing works in NSX Identify NSX Edge functions Describe data plane preparation for NSX Edge nodes in a workload domain Recognize Tier-0 and Tier-1 gateway topologies Define application virtual networks Describe management domain rack options List NSX Edge cluster requirements for vSphere with Tanzu Discuss NSX Edge cluster placement considerations Managing Workload Domains Define workload domains List the types of workload domains Identify workload domain prerequisites Understand the scalability limits for workload domains Identify use cases for multiple clusters in a workload domain Create network pools Size network pools Commission hosts with SDDC Manager Create workload domains Scale workload domains Decommission hosts from a workload domain Remove workload domains Describe distinctive design decisions for VMware Cloud Foundation components vSphere with Tanzu in VMware Cloud Foundation Explain vSphere with Tanzu Define the role of the Spherelet Describe the supervisor cluster control plane Create vSphere with Tanzu namespaces Describe the role of NSX networking components in vSphere with Tanzu Discuss vSphere with Tanzu networking topology Describe control plane VM management networking requirements Plan appropriate IP address ranges for pod, ingress, and egress networking Describe prerequisites for vSphere with Tanzu cluster compatibility Deploy vSphere with Kubernetes Create a vSphere namespace Configure limits and permissions for a vSphere namespace VMware Cloud Foundation Storage Management Identify storage use cases in VMware Cloud Foundation Determine the most appropriate storage option for a workload domain Describe different vSphere-native storage design options Identify vSAN architecture and components Describe vSAN requirements for the management and workload domains Configure deduplication and compression Discuss how to scale vSAN clusters in VMware Cloud Foundation Configure storage policies for vSAN Explain storage policy failure tolerance rules Identify a virtual machine storage policy compliance status Explain how vSAN storage policies protect VMware Cloud Foundation components Availability and Business Continuity Explain the importance of external service availability Describe availability options native to VMware vSphere Identify stretched cluster use cases Identify stretched cluster components Recognize stretched cluster requirements in VMware Cloud Foundation Prepare and deploy a vSAN stretched cluster using APIs VMware Cloud Foundation Certificate Management Learn the basics of public key infrastructure (PKI) Describe the purpose of certificate signing requests (CSRs) Describe available options in SDDC Manager for certificate authorities View certificates for VMware Cloud Foundation components Install and replace certificates for VMware Cloud Foundation components Configure the integrated Certificate Authorities in SDDC Manager Configure a certificate template in Microsoft Certificate Authority server Configure the OpenSSL certificate authority in SDDC Manager Install certificates issued by Microsoft, OpenSSL, and third-party certificate authorities VMware Cloud Foundation Lifecycle Management Describe VMware Cloud Foundation Life Cycle Management List the products managed by VMware Cloud Foundation Lifecycle management Use online and offline bundle downloads using VMware Cloud Foundation Lifecycle management Understand the role of vSphere Lifecycle Management in VMware Cloud Foundation Understand vSphere Lifecycle Manager features Understand how and when to use cluster images Describe the importance of Hardware Support Managers Describe the upgrade prerequisites Outline the upgrade precheck process Describe the order of upgrade for VMware Cloud Foundation components VMware Cloud Foundation Troubleshooting Use the SoS command-line tool to create log bundles, perform health checks, and check password validity List VMware Cloud Foundation services Identify VMware Cloud Foundation log files Use token IDs to troubleshoot failed workflows
Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights. Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00