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2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

A code-oriented interactive course that will help you build a solid foundation that is essential to excel in all areas of computer science, specifically data science and machine learning. We will apply all concepts through code and focus on the concepts that are more useful for data science, machine learning, and other areas of computer science.

This course is your guide to deep learning in Python with Keras. You will discover the Keras Python library for deep learning and learn how to use it to develop and evaluate deep learning models.

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Communication Skills 1 Day Training in Tonbridge

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Business Networking 1 Day Training in Brighton

In today's dynamic world, mastering multiple languages is not just a skill but a necessity. The Interpreter Language Learning Laboratory: Boost Your Linguistics Skills course addresses the pressing need for effective communication and linguistic diversity in the UK. Recent language learning trends indicate a growing demand for versatile linguistic skills, creating a gap that this Interpreter Language Learning Laboratory: Boost Your Linguistics Skills course expertly fills. Whether you're aiming to enhance your career prospects, facilitate inclusive communication, or simply indulge your passion for languages, this Interpreter Language Learning Laboratory: Boost Your Linguistics Skills programme offers a unique blend of foundational and specialized courses to cater to a diverse range of learners. This Interpreter Language Learning Laboratory: Boost Your Linguistics Skills Bundle Consists of the following Premium courses: Course 01: English (Spelling, Punctuation and Grammar) Communication Skills Training Course 02: German Course for Beginners Course 03: Read and Write Arabic Course Course 04: French Course for Beginners Course 05: Beginner Spanish Course Course 06: Daily Spoken French - Lesson 2 - First Conversations Course 07: TEFL/TESOL and Language Teaching Methodologies Course 08: Daily Spoken French - Lesson 3 - Descriptions Course 09: Italian Course 10: Dyslexia Level 3 Course 11: Working with Individuals with Learning Disabilities and SEN Teaching Course 12: Understanding Specific Learning Difficulties: Supporting Diverse Learners Course 13: Deaf Awareness Training Course 14: Autism & Dyslexia Awareness Training Course 15: Speech & Language Therapy Course 16: British Sign Language Interpreter Course Course 17: Public Speaking Masterclass Course 18: Self Esteem Course 19: Communication Skills: Body of the Speech, Expressions & Body Movements Course 20: Body Language Diploma 10 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 01: Effective Communication Skills Diploma Course 02: Business Networking Skills Course 03: Influencing and Negotiation Skills Course 04: Delegation Skills Training Course 05: Time Management Course 06: Leadership Skills Training Course 07: Decision Making and Critical Thinking Online Course Course 08: Emotional Intelligence and Social Management Diploma Course 09: Assertiveness Skills Course 10: Touch Typing Complete Training Diploma Interpreter Language Learning Laboratory: Boost Your Linguistics Skills Learning Outcomes: Upon completion of this Interpreter Language Learning Laboratory: Boost Your Linguistics Skills bundle, you should be able to: Develop proficiency in English spelling, punctuation, and grammar. Acquire foundational skills in German, French, Italian, and Spanish. Demonstrate competence in supporting individuals with dyslexia and learning disabilities. Master the basics of British Sign Language interpretation. Cultivate effective public speaking and communication through body language. Gain insights into teaching methodologies for diverse learners. Unlock the power of communication with a curriculum that spans English language essentials, beginner courses in German, French, Italian, and Spanish, as well as focused training on supporting individuals with dyslexia, learning disabilities, and autism. From mastering grammar nuances to acquiring British Sign Language interpretation skills, this Interpreter Language Learning Laboratory: Boost Your Linguistics Skills course empowers you with a rich linguistic toolkit. Engage in daily spoken language sessions and gain valuable insights into teaching methodologies, public speaking, and non-verbal communication, ensuring you emerge not just as a speaker of languages but a master communicator poised for success. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Language enthusiasts seeking diverse linguistic skills. Professionals aiming to enhance communication in their careers. Individuals interested in supporting those with learning disabilities. Students pursuing a holistic language learning experience. Public speakers looking to refine their communication techniques. Anyone with a passion for fostering inclusive language environments. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Requirements To participate in this Interpreter Language Learning Laboratory: Boost Your Linguistics Skillscourse, all you need is - A smart device A secure internet connection And a keen interest in Language Learning Laboratory: Boost Your Linguistic Skills Career path Language tutor or instructor - Average Salary: •30,000 per year Communication Specialist - Average Salary: •35,000 per year Educational Support Worker - Average Salary: •25,000 per year Public Speaking Coach - Average Salary: •40,000 per year Dyslexia Support Specialist - Average Salary: •28,000 per year British Sign Language Interpreter - Average Salary: •32,000 per year Certificates CPD Accredited Certificate Digital certificate - Included CPD Accredited e-Certificate - Free CPD Accredited Hardcopy Certificate - Free Enrolment Letter - Free Student ID Card - Free