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Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special British Sign Language (BSL) Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The British Sign Language (BSL) Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This British Sign Language (BSL) Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This British Sign Language (BSL) Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this British Sign Language (BSL) Course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the British Sign Language (BSL) Course there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This British Sign Language (BSL) Course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This British Sign Language (BSL) Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This British Sign Language (BSL) Course 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This British Sign Language (BSL) Course is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum British Sign Language Level 1 What is British Sign Language? 00:01:00 Introduction to BSL and Fingerspelling Fingerspelling A-Z with Subtitles 00:02:00 Fingerspelling A-Z without Subtitles 00:01:00 Fingerspelling A-Z 00:00:00 Fingerspelling Right or Left Handed 00:01:00 A to Z Cards 00:10:00 1st Name A to Z in 3 parts - Fingerspelling 00:07:00 1st Name A to Z Fingerspelling 00:00:00 Fingerspelling - Fill in the Blanks 00:10:00 Fingerspelling - Fill in the Blanks - PDF 00:10:00 What is my name and Live, Where? (UK) 00:03:00 Who am I and Live Where in UK 00:10:00 Exchanging Personal Information Meeting People and Introduction with Subtitles 00:02:00 Meeting People and Introduction without Subtitles DONE 00:02:00 Questions on Directions Signs without Subtitles 00:01:00 Family sentences Homework 00:04:00 Meeting People 00:10:00 Families Families 00:10:00 Families Sign Part 1 with Subtitles 00:01:00 Families Sign Part 2 with Subtitles 00:02:00 Families Sign Part 1 without Subtitles DONE 00:01:00 Families Sign Part 2 without Subtitles 00:02:00 Numbers (Time, Calendar and Money) Number 0 to 100 00:05:00 Numbers 00:10:00 Numbers 00:02:00 Numbers 00:10:00 Bingo Numbers Games (4) 00:04:00 BINGO 4 Games 00:10:00 Phone Numbers 00:10:00 Time and Calendar Signs with Subtitles 00:01:00 Time and Calendar without Subtitles 00:01:00 Calendars 00:10:00 Calendars Birthday Ages and Names 00:10:00 What is the Time? With Subtitles 00:01:00 What is the Time? Without Subtitles 00:01:00 What is the time 00:10:00 Calendar Signs with Subtitles 00:05:00 Calendar Signs without Subtitles 00:05:00 Birthday, When? 00:02:00 Birthday When 00:10:00 Colours 00:10:00 Colour Signs with Subtitles 00:01:00 Colour Signs without Subtitles 00:01:00 Colours Games 00:03:00 Draw a colour Elephant 00:02:00 HNADOUT ANSWER Draw a colour Elephant 00:00:00 Colours Colours 00:04:00 Transports Transports 00:10:00 Transports sign without Subtitles 00:01:00 Transports sign without Subtitles 00:01:00 Transport and Time Signs with Subtitles 00:01:00 Transport and Time Signs without Subtitles 00:01:00 Weather Weather Signs with Subtitles 00:01:00 Weather Signs without Subtitles 00:01:00 Weather 00:10:00 Weather and Questions 00:01:00 Directions Directions Signs with Subtitles 00:02:00 Directions Signs without Subtitles 00:02:00 Directions 00:06:00 Questions for Directions Signs with Subtitles 00:01:00 Questions on Directions Signs without Subtitles 00:01:00 Non-Manual Features (NMF) in BSL 00:10:00 Affirmative & Negative Signs with Subtitles 00:01:00 Affirmative & Negative Signs without Subtitles 00:01:00 Affirmative and Negative 00:10:00 Activities/Hobbies and Sports Activities Interests and Sports Handouts 00:10:00 Information about different clubs 00:10:00 Interests and Hobbies with Subtitles 00:03:00 Interests and Hobbies without Subtitles 00:01:00 Sports Signs with Subtitles 00:03:00 Sports Signs without Subtitles 00:03:00 Hobbies/Interests Questions with Subtitles 00:01:00 Hobbies/Interests Questions without Subtitles 00:01:00 Sports Clubs 00:01:00 Description of A Person and Clothes Description of a Person with Subtitles 00:04:00 Description of a Person without Subtitles 00:04:00 Describing a Person 00:13:00 Describing Clothes with Subtitles 00:02:00 Describing Clothes without Subtitles 00:02:00 Wearing Clothes 00:13:00 Animals A -Z of Animals with Subtitles 00:02:00 A -Z of Animals without Subtitles 00:02:00 Animal A to Z 00:22:00 Questions about Pets with Subtitles 00:01:00 Questions about Pets without Subtitles 00:01:00 STUDY About Pets 00:02:00 STUDY ANSWERS About Pets 00:01:00 Numbers (Money) Money Signs (Part 1) with Subtitles 00:01:00 Money Signs (Part 1) without Subtitles 00:01:00 Money Signs (Part 2) without Subtitles 00:01:00 Money Signs (Part 2) without Subtitles 00:01:00 How Much is it? 00:01:00 How much is it 00:01:00 Foods and Drinks Foods and Drinks with Subtitles 00:09:00 Foods and Drinks without Subtitles 00:09:00 Food and Drinks 00:12:00 Hurley's Food and Drink Menu with Images 00:09:00 Hurley's Food and Drink Menu without Images 00:09:00 HANDOUT Top Eat Menu 00:02:00 Hurley' s Food and Drink Menu 00:10:00 STUDY At the Restaurant 00:10:00 STUDY HANDOUT ANSWERS At the Restaurant 00:02:00 Exam STUDY: BSL LEVEL 1 EXAM 00:04:00 STUDY ANSWERS : BSL LEVEL 1 EXAM 00:01:00 British Sign Language Level 2 Asking Questions about the Jobs without Subtitles 00:02:00 Asking Questions about the Jobs without Subtitles 00:02:00 STUDY What is My Job 00:05:00 Job Vocabulary with Subtitles 00:06:00 Job Vocabulary without Subtitles 00:06:00 Jobs Signs with Images 00:02:00 Jobs Signs without Images 00:02:00 Type of Buildings with Subtitles 00:03:00 Type of Buildings without Subtitles 00:03:00 At Home (Room) with subtitles 00:03:00 At Home (Room) without Subtitles 00:01:00 At Home - What is in each room with subtitles 00:05:00 At Home - What is in each room without Subtitles 00:05:00 How to describe each room with Subtitles 00:12:00 Day to Day Routine with Images 00:02:00 Day to Day Routine without images 00:02:00 Emotional Signs with Subtitles 00:02:00 Emotional Signs without Subtitles 00:02:00 Emotional Signs 00:02:00 Emotional Stories Study 00:05:00 Countries and Flags 00:04:00 L2 Itemising_Listings inc 4 Stories 00:09:00 L2 Multi-Channels Sign with Subtitles 00:03:00 L2 Multi-Channels Sign without Subtitles 00:03:00 Transport HOMEWORK 00:03:00 Resources Resources - British Sign Language Level 2 00:00:00 Assignment Assignment - British Sign Language (BSL) Course 06:40:00

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Microsoft Power BI Masterclass 2021 Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Microsoft Power BI Masterclass 2021 Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Microsoft Power BI Masterclass 2021 Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Microsoft Power BI Masterclass 2021 Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Microsoft Power BI Masterclass 2021? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Microsoft Power BI Masterclass 2021 there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Microsoft Power BI Masterclass 2021 course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill.   Prerequisites This Microsoft Power BI Masterclass 2021 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Microsoft Power BI Masterclass 2021 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Microsoft Power BI Masterclass 2021 is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Introduction Welcome! 00:01:00 What is Power BI? 00:03:00 Download & Installing Power BI Desktop 00:04:00 Getting to know the interface 00:03:00 Mini Project: Transform Data 00:07:00 Mini Project: Visualize Data 00:05:00 Mini Project: Creating a Data Model 00:07:00 Course Outline: What will you learn in this course? 00:05:00 How to learn best with this course? 00:03:00 Section 02: Preparing our Project Creating our initial project file 00:04:00 Working with the attached project files 00:04:00 Section 03: Data Transformation - The Query Editor Exploring the Query Editor 00:06:00 Connecting to our data source 00:07:00 Editing rows 00:08:00 Changing data types 00:08:00 Replacing values 00:03:00 Close & Apply 00:03:00 Connecting to a csv file 00:03:00 Connecting to a web page 00:05:00 Extracting characters 00:06:00 Splitting & merging columns 00:09:00 Creating conditional columns 00:06:00 Creating columns from examples 00:09:00 Merging Queries 00:17:00 Pivoting & Unpivoting 00:06:00 Appending Queries 00:08:00 Practice & Solution: Population table 00:15:00 The Fact-Dimension-Model 00:09:00 Practice: Load the dimension table 00:04:00 Organizing our queries in groups 00:03:00 Entering data manually 00:05:00 Creating an index column 00:03:00 Workflow & more transformations 00:05:00 Module summary 00:05:00 Exercise 1 - Instruction 00:02:00 Exercise Solution 00:11:00 Section 04: Data Transformation - Advanced Advanced Editor - Best practices 00:09:00 Performance: References vs. Duplicating 00:10:00 Performance: Enable / Disable Load & Report Refresh 00:05:00 Group by 00:05:00 Mathematical Operations 00:05:00 Run R Script 00:15:00 Using Parameters to dynamically transform data 00:06:00 M formula language: Basics 00:07:00 M formula language: Values, Lists & Tables 00:14:00 M formula language: Functions 00:13:00 M formula language: More functions & steps 00:05:00 Exercise 2 - Instructions 00:01:00 Exercise 2 - solution 00:05:00 Section 05: Creating a Data Model Understanding the relationship 00:05:00 Create & edit relationships 00:06:00 One-to-many & one-to-one relationship 00:06:00 Many-to-many (m:n) relationship 00:08:00 Cross filter direction 00:06:00 Activate & deactivate relationships 00:06:00 Model summary 00:03:00 Exercise 3 Create Model 00:02:00 Exercise 3 Solution 00:02:00 Section 06: Data Visualization Our first visual 00:08:00 The format tab 00:12:00 Understanding tables 00:10:00 Conditional formatting 00:09:00 The Pie Chart 00:06:00 All about the filter visual 00:13:00 The filter pane for developers 00:09:00 Cross filtering & edit interactions 00:04:00 Syncing slicers across pages 00:07:00 Creating drill downs 00:08:00 Creating drill throughs 00:07:00 The tree map visual 00:07:00 The decomposition tree 00:05:00 Understanding the matrix visual 00:05:00 Editing pages 00:07:00 Buttons & Actions 00:09:00 Bookmarks to customize your report 00:10:00 Analytics and Forecasts with line charts 00:10:00 Working with custom visuals 00:07:00 Get data using R Script & R Script visual 00:08:00 Asking questions - Q&A visual 00:04:00 Wrap up - data visualization 00:08:00 Section 07: Power BI & Python Python in Power BI - Plan of attack 00:03:00 Setting up Python for Power BI 00:03:00 Transforming data using Python 00:11:00 Creating visualizations using Python 00:08:00 Violin plots, pair plots & ridge plots using Python 00:15:00 Machine learning (BayesTextAnalyzer) using Python 00:00:00 Performance & Troubleshooting 00:03:00 Section 08: Storytelling with Data Introduction 00:01:00 Show Empathy & Identify the Requirement 00:03:00 Finding the Most Suitable KPI's 00:02:00 Choose an Effective Visualization 00:04:00 Make Use of Natural Reading Pattern 00:03:00 Tell a Story Using Visual Cues 00:05:00 Avoid Chaos & Group Information 00:02:00 Warp Up - Storytelling with Data 00:02:00 Section 09: DAX - The Essentials Introduction 00:03:00 The project data 00:04:00 Measures vs. Calculated Columns 00:15:00 Automatically creating a date table in DAX 00:08:00 CALENDAR 00:05:00 Creating a complete date table with features 00:04:00 Creating key measure table 00:03:00 Aggregation functions 00:06:00 The different versions of COUNT 00:14:00 SUMX - Row based calculations 00:09:00 Section 10: DAX - The CALCULATE function CALCULATE - The basics 00:11:00 Changing the context with FILTER 00:07:00 ALL 00:08:00 ALL SELECTED 00:03:00 ALL EXCEPT 00:07:00 Section 11: Power BI Service - Power BI Cloud How to go on now? 00:03:00 Power BI Pro vs Premium & Signing up 00:04:00 Exploring the interface 00:04:00 Discovering your workspace 00:03:00 Connecting Power BI Desktop & Cloud 00:04:00 Understanding datasets & reports 00:03:00 Working on reports 00:04:00 Updating reports from Power BI Desktop 00:04:00 Creating and working with workspaces 00:07:00 Installing & using a data gateway 00:13:00 Get Quick Insights 00:03:00 Creating dashboards 00:04:00 Sharing our results through Apps 00:10:00 Power BI Mobile App 00:05:00 Creating the layout for the Mobile App 00:04:00 Wrap up - Power BI Cloud 00:07:00 Section 12: Row-Level Security Introduction 00:03:00 Creating a Row-Level Security 00:05:00 Row-Level Security in the Cloud 00:04:00 Row-Level Security & Data Model 00:05:00 Dynamic Row-Level Security 00:07:00 Dynamic Many-to-Many RLS 00:04:00 Hierarchical Row-Level Security 00:13:00 Section 13: More data sources JSON & REST API 00:10:00 Setting up a local MySQL database 00:14:00 Connecting to a MySQL database in Power BI 00:05:00 Connecting to a SQL database (PostgreSQL) 00:05:00 Section 14: Next steps to improve & stay up to date Congratulations & next steps 00:06:00 The End 00:01:00 Resources Resources - Microsoft Power BI Masterclass 2021 00:00:00 Assignment Assignment - Microsoft Power BI 00:00:00

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

FREE Welcome class, introduction to the Foundation and Diploma in Clinical Hypnotherapy and to your journey into the study and practice of Clinical Hypnotherapy. This induction session will give you a Course Overview and show you where to find all you need to support your learning experience. 

Unlock the mysteries of the unknown with our comprehensive course on Introduction to Parapsychology and Paranormal. Delve into fascinating realms where science meets the supernatural, exploring a range of intriguing topics that will expand your understanding of the paranormal world. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access In this course, learners explore fascinating topics related to parapsychology and the paranormal. They delve into the mysteries surrounding UFOs and aliens, learning about investigations and different cultural beliefs. They also study astrology and its historical significance. The course examines the placebo effect, exploring how belief can influence health outcomes. Learners explore the concepts of probability and coincidence, gaining insights into how events may seem connected without being so. They investigate physical manifestations and reactions related to paranormal phenomena, and how these can affect people.The course also covers the influence of conscious and subconscious minds on paranormal experiences, and the practice of meditation as a tool for exploring these phenomena. Learners critically analyze theories related to parapsychology, and study the psychology behind claims of psychic fraud, understanding the complexities involved in such phenomena. Course Curriculum Module 01: Introduction to Parapsychology and Paranormal Module 02: Investigating Aliens and UFOs Module 03: The Origin and Legends in Different Cultures Module 04: Astrology Module 05: Placebo Effect Module 06: Probability and Coincidence Module 07: Physical Manifestations and Reactions Module 08: Manifestation on the Conscious & Subconscious Mind Module 09: Meditation Module 10: Exploring the Theories Module 11: The Psychology of Psychic Fraud Learning Outcomes: Understand Parapsychology theories and their relevance in modern society. Analyze cultural perspectives on paranormal phenomena and their historical context. Evaluate the scientific basis behind phenomena like astrology and placebo effects. Examine the psychological and physiological reactions to paranormal experiences. Discuss the ethical implications surrounding psychic phenomena and related practices. Apply meditation techniques to enhance understanding of consciousness and subconsciousness. CPD 10 CPD hours / points Accredited by CPD Quality Standards Introduction to Parapsychology and Paranormal 1:39:17 1: Module 01: Introduction to Parapsychology and Paranormal 07:44 2: Module 02: Investigating Aliens and UFOs 11:06 3: Module 03: The Origin and Legends in Different Cultures 08:04 4: Module 04: Astrology 06:50 5: Module 05: Placebo Effect 10:02 6: Module 06: Probability and Coincidence 09:54 7: Module 07: Physical Manifestations and Reactions 05:13 8: Module 08: Manifestation on the Conscious & Subconscious Mind 09:37 9: Module 09: Meditation 10:56 10: Module 10: Exploring the Theories 13:08 11: Module 11: The Psychology of Psychic Fraud 05:43 12: CPD Certificate - Free 01:00 Who is this course for? Individuals curious about paranormal phenomena and its scientific explanations. Students of psychology and sociology interested in unconventional human experiences. Researchers exploring cultural beliefs and their impact on paranormal studies. Those seeking to understand the intersection of psychology and metaphysics. Enthusiasts of meditation and its applications in paranormal exploration. Career path Paranormal Researcher Cultural Anthropologist Astrologer Ethical Psychologist Meditation Instructor Psychological Researcher Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock the mysteries of the unknown with our comprehensive course on Introduction to Parapsychology and Paranormal. Delve into fascinating realms where science meets the supernatural, exploring a range of intriguing topics that will expand your understanding of the paranormal world. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access In this course, learners explore fascinating topics related to parapsychology and the paranormal. They delve into the mysteries surrounding UFOs and aliens, learning about investigations and different cultural beliefs. They also study astrology and its historical significance. The course examines the placebo effect, exploring how belief can influence health outcomes. Learners explore the concepts of probability and coincidence, gaining insights into how events may seem connected without being so. They investigate physical manifestations and reactions related to paranormal phenomena, and how these can affect people.The course also covers the influence of conscious and subconscious minds on paranormal experiences, and the practice of meditation as a tool for exploring these phenomena. Learners critically analyze theories related to parapsychology, and study the psychology behind claims of psychic fraud, understanding the complexities involved in such phenomena. Course Curriculum Module 01: Introduction to Parapsychology and Paranormal Module 02: Investigating Aliens and UFOs Module 03: The Origin and Legends in Different Cultures Module 04: Astrology Module 05: Placebo Effect Module 06: Probability and Coincidence Module 07: Physical Manifestations and Reactions Module 08: Manifestation on the Conscious & Subconscious Mind Module 09: Meditation Module 10: Exploring the Theories Module 11: The Psychology of Psychic Fraud Learning Outcomes: Understand Parapsychology theories and their relevance in modern society. Analyze cultural perspectives on paranormal phenomena and their historical context. Evaluate the scientific basis behind phenomena like astrology and placebo effects. Examine the psychological and physiological reactions to paranormal experiences. Discuss the ethical implications surrounding psychic phenomena and related practices. Apply meditation techniques to enhance understanding of consciousness and subconsciousness. CPD 10 CPD hours / points Accredited by CPD Quality Standards Introduction to Parapsychology and Paranormal 1:39:17 1: Module 01: Introduction to Parapsychology and Paranormal 07:44 2: Module 02: Investigating Aliens and UFOs 11:06 3: Module 03: The Origin and Legends in Different Cultures 08:04 4: Module 04: Astrology 06:50 5: Module 05: Placebo Effect 10:02 6: Module 06: Probability and Coincidence 09:54 7: Module 07: Physical Manifestations and Reactions 05:13 8: Module 08: Manifestation on the Conscious & Subconscious Mind 09:37 9: Module 09: Meditation 10:56 10: Module 10: Exploring the Theories 13:08 11: Module 11: The Psychology of Psychic Fraud 05:43 12: CPD Certificate - Free 01:00 Who is this course for? Individuals curious about paranormal phenomena and its scientific explanations. Students of psychology and sociology interested in unconventional human experiences. Researchers exploring cultural beliefs and their impact on paranormal studies. Those seeking to understand the intersection of psychology and metaphysics. Enthusiasts of meditation and its applications in paranormal exploration. Career path Paranormal Researcher Cultural Anthropologist Astrologer Ethical Psychologist Meditation Instructor Psychological Researcher Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock the mysteries of the unknown with our comprehensive course on Introduction to Parapsychology and Paranormal. Delve into fascinating realms where science meets the supernatural, exploring a range of intriguing topics that will expand your understanding of the paranormal world. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access In this course, learners explore fascinating topics related to parapsychology and the paranormal. They delve into the mysteries surrounding UFOs and aliens, learning about investigations and different cultural beliefs. They also study astrology and its historical significance. The course examines the placebo effect, exploring how belief can influence health outcomes. Learners explore the concepts of probability and coincidence, gaining insights into how events may seem connected without being so. They investigate physical manifestations and reactions related to paranormal phenomena, and how these can affect people.The course also covers the influence of conscious and subconscious minds on paranormal experiences, and the practice of meditation as a tool for exploring these phenomena. Learners critically analyze theories related to parapsychology, and study the psychology behind claims of psychic fraud, understanding the complexities involved in such phenomena. Course Curriculum Module 01: Introduction to Parapsychology and Paranormal Module 02: Investigating Aliens and UFOs Module 03: The Origin and Legends in Different Cultures Module 04: Astrology Module 05: Placebo Effect Module 06: Probability and Coincidence Module 07: Physical Manifestations and Reactions Module 08: Manifestation on the Conscious & Subconscious Mind Module 09: Meditation Module 10: Exploring the Theories Module 11: The Psychology of Psychic Fraud Learning Outcomes: Understand Parapsychology theories and their relevance in modern society. Analyze cultural perspectives on paranormal phenomena and their historical context. Evaluate the scientific basis behind phenomena like astrology and placebo effects. Examine the psychological and physiological reactions to paranormal experiences. Discuss the ethical implications surrounding psychic phenomena and related practices. Apply meditation techniques to enhance understanding of consciousness and subconsciousness. CPD 10 CPD hours / points Accredited by CPD Quality Standards Introduction to Parapsychology and Paranormal 1:39:17 1: Module 01: Introduction to Parapsychology and Paranormal 07:44 2: Module 02: Investigating Aliens and UFOs 11:06 3: Module 03: The Origin and Legends in Different Cultures 08:04 4: Module 04: Astrology 06:50 5: Module 05: Placebo Effect 10:02 6: Module 06: Probability and Coincidence 09:54 7: Module 07: Physical Manifestations and Reactions 05:13 8: Module 08: Manifestation on the Conscious & Subconscious Mind 09:37 9: Module 09: Meditation 10:56 10: Module 10: Exploring the Theories 13:08 11: Module 11: The Psychology of Psychic Fraud 05:43 12: CPD Certificate - Free 01:00 Who is this course for? Individuals curious about paranormal phenomena and its scientific explanations. Students of psychology and sociology interested in unconventional human experiences. Researchers exploring cultural beliefs and their impact on paranormal studies. Those seeking to understand the intersection of psychology and metaphysics. Enthusiasts of meditation and its applications in paranormal exploration. Career path Paranormal Researcher Cultural Anthropologist Astrologer Ethical Psychologist Meditation Instructor Psychological Researcher Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Uncover the secrets of our planet's rich tapestry with a journey through the fascinating realms of Biogeography. Explore the intricate dance between Earth's climate, diverse biomes, and the dynamic evolution of life. From the intricate web of biodiversity to the intriguing geographical distribution of organisms, delve into the mysteries that shape our world. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access Jump on a captivating exploration of soil and ecosystems, unraveling the vital threads that sustain life. Analyze the profound impact of human activities on ecosystems and decipher the intricate dance between humanity and the environment. Peer into the future, charting the course for Biogeography's exciting new directions. Enrich your understanding of the world, unlocking knowledge that transcends boundaries and paints a holistic picture of the delicate balance we inhabit. Course Curriculum Module 01:Biogeography Fundamentals Module 02:Earth's Climatic Patterns and Ecological Regions Module 03:Evolution and Biodiversity Dynamics Module 04:Geographic Dispersion of Organisms Module 05:Soil Ecology and Ecosystems Module 06:Anthropogenic Influences on Ecosystems Module 07:Interactions Between Humans and the Environment Module 08:Prospects for the Future in Biogeography Learning Outcomes: Understand Earth's climatic variations and their influence on biomes. Explore the intricate link between biodiversity and the process of evolution. Analyze the geographical distribution patterns of organisms across the globe. Examine the critical role of soil in sustaining diverse ecosystems. Evaluate the profound impact of human activities on fragile ecosystems. Anticipate future trends and challenges in the evolving field of Biogeography. CPD 10 CPD hours / points Accredited by CPD Quality Standards Biogeography Fundamentals 2:39:02 1: Module 01: Biogeography Fundamentals 17:48 2: Module 02: Earth's Climatic Patterns and Ecological Regions 18:58 3: Module 03: Evolution and Biodiversity Dynamics 19:21 4: Module 04: Geographic Dispersion of Organisms 20:05 5: Module 05: Soil Ecology and Ecosystems 20:32 6: Module 06: Anthropogenic Influences on Ecosystems 22:38 7: Module 07: Interactions Between Humans and the Environment 19:09 8: Module 08: Prospects for the Future in Biogeography 18:31 9: CPD Certificate - Free 01:00 10: Leave A Review 01:00 Who is this course for? Environmental enthusiasts seeking a deeper understanding of Earth's ecosystems. Biologists keen on unraveling the secrets of biodiversity and evolution. Geography enthusiasts intrigued by the geographical distribution of organisms. Ecological stewards passionate about the impact of human activities on ecosystems. Future scientists and researchers eager to explore the future directions of Biogeography. Career path Conservation Scientist Ecologist Environmental Analyst Biodiversity Researcher Geographical Information Systems (GIS) Specialist Environmental Consultant Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Uncover the secrets of our planet's rich tapestry with a journey through the fascinating realms of Biogeography. Explore the intricate dance between Earth's climate, diverse biomes, and the dynamic evolution of life. From the intricate web of biodiversity to the intriguing geographical distribution of organisms, delve into the mysteries that shape our world. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access Jump on a captivating exploration of soil and ecosystems, unraveling the vital threads that sustain life. Analyze the profound impact of human activities on ecosystems and decipher the intricate dance between humanity and the environment. Peer into the future, charting the course for Biogeography's exciting new directions. Enrich your understanding of the world, unlocking knowledge that transcends boundaries and paints a holistic picture of the delicate balance we inhabit. Course Curriculum Module 01:Biogeography Fundamentals Module 02:Earth's Climatic Patterns and Ecological Regions Module 03:Evolution and Biodiversity Dynamics Module 04:Geographic Dispersion of Organisms Module 05:Soil Ecology and Ecosystems Module 06:Anthropogenic Influences on Ecosystems Module 07:Interactions Between Humans and the Environment Module 08:Prospects for the Future in Biogeography Learning Outcomes: Understand Earth's climatic variations and their influence on biomes. Explore the intricate link between biodiversity and the process of evolution. Analyze the geographical distribution patterns of organisms across the globe. Examine the critical role of soil in sustaining diverse ecosystems. Evaluate the profound impact of human activities on fragile ecosystems. Anticipate future trends and challenges in the evolving field of Biogeography. CPD 10 CPD hours / points Accredited by CPD Quality Standards Biogeography Fundamentals 2:39:02 1: Module 01: Biogeography Fundamentals 17:48 2: Module 02: Earth's Climatic Patterns and Ecological Regions 18:58 3: Module 03: Evolution and Biodiversity Dynamics 19:21 4: Module 04: Geographic Dispersion of Organisms 20:05 5: Module 05: Soil Ecology and Ecosystems 20:32 6: Module 06: Anthropogenic Influences on Ecosystems 22:38 7: Module 07: Interactions Between Humans and the Environment 19:09 8: Module 08: Prospects for the Future in Biogeography 18:31 9: CPD Certificate - Free 01:00 10: Leave A Review 01:00 Who is this course for? Environmental enthusiasts seeking a deeper understanding of Earth's ecosystems. Biologists keen on unraveling the secrets of biodiversity and evolution. Geography enthusiasts intrigued by the geographical distribution of organisms. Ecological stewards passionate about the impact of human activities on ecosystems. Future scientists and researchers eager to explore the future directions of Biogeography. Career path Conservation Scientist Ecologist Environmental Analyst Biodiversity Researcher Geographical Information Systems (GIS) Specialist Environmental Consultant Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock the mysteries of the human nervous system with our comprehensive course, "Introduction to Neurology." Designed for healthcare professionals and enthusiasts alike, this course delves into the fundamentals and intricacies of neurology through structured modules that ensure a thorough understanding from basics to disorders. Key Features: CPD Certified Free Certificate from Reed CIQ Approved Developed by Specialist Lifetime Access In the "Introduction to Neurology" course, learners will explore a wide range of topics related to the nervous system and its disorders. They will gain a comprehensive understanding of how the brain, spinal cord, and nerves function, and how to assess neurological conditions. Students will learn about various medications used in neurology and their effects. They will also study disorders affecting the peripheral nervous system, spinal cord, and specialized fields like child neurology, visual disorders, and disorders of hearing. By the end of the course, learners will have a solid foundation in recognizing and understanding neurological disorders, their symptoms, treatments, and their impact on patients' lives. This knowledge prepares them to work effectively in healthcare settings, assisting patients with neurological conditions and contributing to their care and management. Course Curriculum Module 01: Introduction to Neurology Module 02: Neurological Assessments Module 03: Medications Module 04: Peripheral Nervous System Disorders Module 05: Spinal Cord Disorders Module 06: Child Neurology Module 07: Visual Disorders Module 08: Disorders of Hearing Module 09: Neurological Disorders Learning Outcomes: Understand basic concepts and principles of neurology and its importance. Perform neurological assessments using appropriate diagnostic techniques effectively. Identify common medications used in the treatment of neurological disorders. Recognize and differentiate peripheral nervous system disorders and their symptoms. Analyze spinal cord disorders and their impact on neurological function. Explain child neurology issues and considerations in clinical practice. CPD 10 CPD hours / points Accredited by CPD Quality Standards Introduction to Neurology 1:22:10 1: Module 01: Introduction to Neurology 07:41 2: Module 02: Neurological Assessments 08:23 3: Module 03: Medications 09:26 4: Module 04: Peripheral Nervous System Disorders 09:25 5: Module 05: Spinal Cord Disorders 08:51 6: Module 06: Child Neurology 10:21 7: Module 07: Visual Disorders 07:14 8: Module 08: Disorders of Hearing 07:42 9: Module 09: Neurological Disorders 12:07 10: CPD Certificate - Free 01:00 Who is this course for? Healthcare professionals seeking specialized knowledge in neurology. Medical students interested in understanding neurological disorders. Nurses aiming to enhance their expertise in neurological care. Researchers focusing on neurological sciences and disorders. Allied health professionals supporting patients with neurological conditions. Career path Neurologist Neurology Nurse Pediatric Neurologist Neurology Researcher Neurology Pharmacist Neurology Technician Certificates Digital certificate Digital certificate - Included Reed Courses Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.