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Machine Learning Essentials with Python (TTML5506-P)
By Nexus Human
Duration 3 Days 18 CPD hours This course is intended for This course is geared for attendees with solid Python skills who wish to learn and use basic machine learning algorithms and concepts Overview This 'skills-centric' course is about 50% hands-on lab and 50% lecture, with extensive practical exercises designed to reinforce fundamental skills, concepts and best practices taught throughout the course. Topics Covered: This is a high-level list of topics covered in this course. Please see the detailed Agenda below Getting Started & Optional Python Quick Refresher Statistics and Probability Refresher and Python Practice Probability Density Function; Probability Mass Function; Naive Bayes Predictive Models Machine Learning with Python Recommender Systems KNN and PCA Reinforcement Learning Dealing with Real-World Data Experimental Design / ML in the Real World Time Permitting: Deep Learning and Neural Networks Machine Learning Essentials with Python is a foundation-level, three-day hands-on course that teaches students core skills and concepts in modern machine learning practices. This course is geared for attendees experienced with Python, but new to machine learning, who need introductory level coverage of these topics, rather than a deep dive of the math and statistics behind Machine Learning. Students will learn basic algorithms from scratch. For each machine learning concept, students will first learn about and discuss the foundations, its applicability and limitations, and then explore the implementation and use, reviewing and working with specific use casesWorking in a hands-on learning environment, led by our Machine Learning expert instructor, students will learn about and explore:Popular machine learning algorithms, their applicability and limitationsPractical application of these methods in a machine learning environmentPractical use cases and limitations of algorithms Getting Started Installation: Getting Started and Overview LINUX jump start: Installing and Using Anaconda & Course Materials (or reference the default container) Python Refresher Introducing the Pandas, NumPy and Scikit-Learn Library Statistics and Probability Refresher and Python Practice Types of Data Mean, Median, Mode Using mean, median, and mode in Python Variation and Standard Deviation Probability Density Function; Probability Mass Function; Naive Bayes Common Data Distributions Percentiles and Moments A Crash Course in matplotlib Advanced Visualization with Seaborn Covariance and Correlation Conditional Probability Naive Bayes: Concepts Bayes? Theorem Naive Bayes Spam Classifier with Naive Bayes Predictive Models Linear Regression Polynomial Regression Multiple Regression, and Predicting Car Prices Logistic Regression Logistic Regression Machine Learning with Python Supervised vs. Unsupervised Learning, and Train/Test Using Train/Test to Prevent Overfitting Understanding a Confusion Matrix Measuring Classifiers (Precision, Recall, F1, AUC, ROC) K-Means Clustering K-Means: Clustering People Based on Age and Income Measuring Entropy LINUX: Installing GraphViz Decision Trees: Concepts Decision Trees: Predicting Hiring Decisions Ensemble Learning Support Vector Machines (SVM) Overview Using SVM to Cluster People using scikit-learn Recommender Systems User-Based Collaborative Filtering Item-Based Collaborative Filtering Finding Similar Movie Better Accuracy for Similar Movies Recommending movies to People Improving your recommendations KNN and PCA K-Nearest-Neighbors: Concepts Using KNN to Predict a Rating for a Movie Dimensionality Reduction; Principal Component Analysis (PCA) PCA with the Iris Data Set Reinforcement Learning Reinforcement Learning with Q-Learning and Gym Dealing with Real-World Data Bias / Variance Tradeoff K-Fold Cross-Validation Data Cleaning and Normalization Cleaning Web Log Data Normalizing Numerical Data Detecting Outliers Feature Engineering and the Curse of Dimensionality Imputation Techniques for Missing Data Handling Unbalanced Data: Oversampling, Undersampling, and SMOTE Binning, Transforming, Encoding, Scaling, and Shuffling Experimental Design / ML in the Real World Deploying Models to Real-Time Systems A/B Testing Concepts T-Tests and P-Values Hands-on With T-Tests Determining How Long to Run an Experiment A/B Test Gotchas Capstone Project Group Project & Presentation or Review Deep Learning and Neural Networks Deep Learning Prerequisites The History of Artificial Neural Networks Deep Learning in the TensorFlow Playground Deep Learning Details Introducing TensorFlow Using TensorFlow Introducing Keras Using Keras to Predict Political Affiliations Convolutional Neural Networks (CNN?s) Using CNN?s for Handwriting Recognition Recurrent Neural Networks (RNN?s) Using an RNN for Sentiment Analysis Transfer Learning Tuning Neural Networks: Learning Rate and Batch Size Hyperparameters Deep Learning Regularization with Dropout and Early Stopping The Ethics of Deep Learning Learning More about Deep Learning Additional course details: Nexus Humans Machine Learning Essentials with Python (TTML5506-P) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Machine Learning Essentials with Python (TTML5506-P) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
CertNexus Certified Artificial Intelligence Practitioner CAIP (AIP-210)
By Nexus Human
Duration 5 Days 30 CPD hours This course is intended for The skills covered in this course converge on four areas-software development, IT operations, applied math and statistics, and business analysis. Target students for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems. So, the target student is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decisionmaking products that bring value to the business. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus Certified Artificial Intelligence (AI) Practitioner (Exam AIP-210) certification Overview In this course, you will develop AI solutions for business problems. You will: Solve a given business problem using AI and ML. Prepare data for use in machine learning. Train, evaluate, and tune a machine learning model. Build linear regression models. Build forecasting models. Build classification models using logistic regression and k -nearest neighbor. Build clustering models. Build classification and regression models using decision trees and random forests. Build classification and regression models using support-vector machines (SVMs). Build artificial neural networks for deep learning. Put machine learning models into operation using automated processes. Maintain machine learning pipelines and models while they are in production Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions. Solving Business Problems Using AI and ML Topic A: Identify AI and ML Solutions for Business Problems Topic B: Formulate a Machine Learning Problem Topic C: Select Approaches to Machine Learning Preparing Data Topic A: Collect Data Topic B: Transform Data Topic C: Engineer Features Topic D: Work with Unstructured Data Training, Evaluating, and Tuning a Machine Learning Model Topic A: Train a Machine Learning Model Topic B: Evaluate and Tune a Machine Learning Model Building Linear Regression Models Topic A: Build Regression Models Using Linear Algebra Topic B: Build Regularized Linear Regression Models Topic C: Build Iterative Linear Regression Models Building Forecasting Models Topic A: Build Univariate Time Series Models Topic B: Build Multivariate Time Series Models Building Classification Models Using Logistic Regression and k-Nearest Neighbor Topic A: Train Binary Classification Models Using Logistic Regression Topic B: Train Binary Classification Models Using k-Nearest Neighbor Topic C: Train Multi-Class Classification Models Topic D: Evaluate Classification Models Topic E: Tune Classification Models Building Clustering Models Topic A: Build k-Means Clustering Models Topic B: Build Hierarchical Clustering Models Building Decision Trees and Random Forests Topic A: Build Decision Tree Models Topic B: Build Random Forest Models Building Support-Vector Machines Topic A: Build SVM Models for Classification Topic B: Build SVM Models for Regression Building Artificial Neural Networks Topic A: Build Multi-Layer Perceptrons (MLP) Topic B: Build Convolutional Neural Networks (CNN) Topic C: Build Recurrent Neural Networks (RNN) Operationalizing Machine Learning Models Topic A: Deploy Machine Learning Models Topic B: Automate the Machine Learning Process with MLOps Topic C: Integrate Models into Machine Learning Systems Maintaining Machine Learning Operations Topic A: Secure Machine Learning Pipelines Topic B: Maintain Models in Production
Online Options
Show all 342The Online NLP Practitioner Training
By Ely Wellbeing
•The Online NLP Practitioner Training is a comprehensive program that will provide you with the tools and techniques you need to overcome your chronic pain and mental health conditions. • The program includes a printable digital copy of the NLP Practitioner Manual, access to the video recording of the training, ‘live’ online demonstrations of the techniques in action on yourself, online support for one year by way of group calls, and assistance set up your business website. • This program is perfect for anyone who wants to achieve positive change in their lives! Whether you’re a self-starter who is interested in self-development or a professional who is seeking career development and job fulfilment.
Elevate your personal and professional journey with our NLP Practitioner Course: Mastering Techniques. Unlock the secrets of Neuro-Linguistic Programming, enhance communication skills, and gain mastery in advanced techniques. Transform beliefs, overcome challenges, and earn your NLP Practitioner Certification. Join a community of growth-oriented individuals. Enroll now for a life-changing experience in self-discovery and empowerment.
Overcoming Anxiety with NLP
By Proactive NLP Ltd
Overcoming Anxiety with NLP is a three hour online workshop with Accredited Trainer of NLP and Clinical Hypnotherapist Paul McGowran of proactivenlp.com. During the workshop Paul will take delegates through understanding how to resolve their own anxiety using NLP thinking and techniques. You can live a life without anxiety, sign up now.
The NLP Practitioner course is designed to provide a comprehensive understanding of Neuro-Linguistic Programming (NLP) principles and techniques. Participants will learn the basics of NLP, explore key concepts like logical levels of change and cognitive dissonance, and delve into a wide range of NLP techniques for communication, influence, building rapport, time management, and personal development. Learning Outcomes: Gain insights into the fundamental principles and workings of Neuro-Linguistic Programming (NLP). Understand the logical levels of change and how they influence behavior and decision-making. Explore core concepts within NLP, including mental maps, confirmation bias, and cognitive dissonance. Learn various NLP techniques to plan and facilitate personal development and growth. Develop skills in effective communication, rapport-building, and influence using NLP methods. Master techniques for anchoring positive states, influencing others, and delivering impactful presentations. Discover the power of storytelling, metaphors, and affirmations in NLP communication. Explore models like GROW, FUEL, CLEAR, and OSCAR for goal setting, problem-solving, and decision-making. Why buy this NLP Practitioner? 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 NLP Practitioner 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? Individuals interested in self-improvement and personal development. Professionals in fields such as coaching, counseling, or training. Business leaders and managers seeking effective communication and influence skills. Anyone curious about Neuro-Linguistic Programming and its practical applications. Prerequisites This NLP Practitioner 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 NLP Coach: Help individuals achieve personal and professional goals through NLP techniques. Communication Trainer: Provide training in effective communication and rapport-building. Personal Development Speaker: Deliver seminars and workshops on personal growth and empowerment. Leadership Consultant: Assist leaders in enhancing their communication and influence skills. Therapist or Counselor: Integrate NLP techniques into therapeutic interventions. Course Curriculum Unit 01: Basics of Neuro-Linguistic Programming (NLP) Introduction to NLP 00:03:00 How Does NLP Work 00:03:00 Unit 02: Key Concepts in NLP Logical Levels of Change 00:08:00 Core Concepts of Neuro-Linguistic Programming 00:03:00 Understanding Mental Maps, Confirmation Bias, and Cognitive Dissonance 00:05:00 Unit 03: Application of NLP Techniques Neuro-Linguistic Programming Planning 00:03:00 Techniques of Neuro-Linguistic Programming 00:02:00 Taking Charge of Your Life 00:02:00 Communication 00:02:00 Building Rapport 00:03:00 States and Anchors 00:03:00 Influence and Persuasion 00:02:00 Hypnotising the Audience 00:03:00 Stories and Metaphors 00:03:00 Affirmations 00:02:00 Reframing 00:02:00 Meta Programs 00:03:00 Time and Timeline Therapy 00:02:00 Fast Phobia Cure 00:03:00 GROW Model 00:03:00 FUEL Model 00:03:00 CLEAR Model 00:04:00 OSCAR Model 00:03:00 Assignment Assignment - NLP Practitioner 00:00:00
NLP Practitioner Training
By iStudy UK
Learn the core concepts and methods of becoming a highly effective NLP Coach with the NLP Practitioner Training course. NLP stands for Neuro-Linguistic Programming that helps you to understand how people organise their thinking, feeling, language and behaviour to produce the results they do. You can say NLP is like learning the language of your own mind. You will be amazed to know that NLP techniques are applicable in areas such as business, coaching, leadership, marketing and healthcare. The course helps you to discover and manage your abilities to get success and results using NLP techniques. You will learn how to create change on a deep neurological level by using the mental, physical and emotional attributes you already have. The course guides you to think positively about all aspects of your life and shows you the path to set goals and establish rapport. In short, the course covers the mandatory NLP techniques you need to know for becoming an NLP Practitioner. Course Highlights NLP Practitioner Training is an award-winning and best-selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course for anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain the necessary skills to perform well in this field. We have packed NLP Practitioner Training into 21 modules for teaching you everything you need to become successful in this profession. To provide you with ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 4 hours, 21 minutes and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognise your qualification by checking the validity from our dedicated website. Why You Should Choose NLP Practitioner Training Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who Is This Course For? NLP Practitioner Training is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our NLP Practitioner Training is fully compatible with any kind of device. Whether you are using a Windows computer, Mac, smartphone or tablet, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain the necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited, so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Module 01 NLP Lesson 01 - Introduction, Cause and Effect FREE 00:15:00 NLP Lesson 02 - The Map is Not the Territory FREE 00:10:00 NLP Lesson 03 - Sensory Acuity 00:12:00 NLP Lesson 04 - Rapport 00:15:00 NLP Lesson 05 - Representational Systems 00:13:00 NLP Lesson 06 - Anchoring 00:12:00 NLP Lesson 07 - State Elicitation 00:07:00 NLP Lesson 08 - Language Patterns 00:11:00 NLP Lesson 09 - Language Patterns 2 00:11:00 NLP Lesson 10 - Chunking 00:14:00 Module 02 NLP Lesson 11 - Frames & Reframing 00:10:00 NLP Lesson 12 - Reframing 00:10:00 NLP Lesson 13 - Strategies 00:15:00 NLP Lesson 14 - Meta Programs 00:10:00 NLP Lesson 15 - Timelines 00:14:00 NLP Lesson 16 - Values 00:17:00 NLP Lesson 17 - Goalsetting 00:11:00 NLP Lesson 18 - Goalsetting 2 00:13:00 NLP Lesson 19 - Models and Applications 00:18:00 NLP Lesson 20 - Satir Categories 00:09:00 NLP Lesson 21 - Emotional Intelligence 00:14:00 Course Certification
What is NLP?
By Proactive NLP Ltd
What is NLP? Join proactivenlp.com on this virtual workshop and find out how NLP can start changing your life by saying goodbye to the negatives and welcoming in all the positives you want.
