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This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds

E-Learning courses are self study courses which students can join from anywhere in the world.

E-Learning courses are self study courses which students can join from anywhere in the world.

This course is intended to the most ambitious modellers in the property industry who would like to be fully proficient in building complex real estate models.

Duration 2 Days 12 CPD hours This course is intended for This course can be valuable for anyone who needs to write basic SQL or Transact-SQL queries. This includes anyone working with data as a data analyst, a data engineer, a data scientist, a database administrator or a database developer. It can also be useful for others peripherally involved with data, or wanting to learn more about working with data such as solution architects, students and technology managers. This course will teach the basics of Microsoft's dialect of the standard SQL language: Transact-SQL. Topics include both querying and modifying data in relational databases that are hosted in Microsoft SQL Server-based database systems, including: Microsoft SQL Server, Azure SQL Database and, Azure Synapse Analytics. 1 - Introduction to Transact-SQL Work with schemas Explore the structure of SQL statements Examine the SELECT statement Work with data types Handle NULLs 2 - Sort and filter results in T-SQL Sort your results Limit the sorted results Page results Remove duplicates Filter data with predicates 3 - Combine multiple tables with JOINs in T-SQL Understand joins concepts and syntax Use inner joins Use outer joins Use cross joins Use self joins 4 - Write Subqueries in T-SQL Understand subqueries Use scalar or multi-valued subqueries Use self-contained or correlated subqueries 5 - Use built-in functions and GROUP BY in Transact-SQL Categorize built-in functions Use scalar functions Use ranking and rowset functions Use aggregate functions Summarize data with GROUP BY Filter groups with HAVING 6 - Modify data with T-SQL Insert data Generate automatic values Update data Delete data Merge data based on multiple tables Additional course details: Nexus Humans DP-080T00 Querying Data with Microsoft Transact-SQL 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 DP-080T00 Querying Data with Microsoft Transact-SQL 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.

E-Learning courses are self study courses which students can join from anywhere in the world.

Duration 1 Days 6 CPD hours This course is intended for Stop looking for those important items, and start knowing where they are by getting organized. Developing good Organizational Skill is an investment that will provide benefits for years. To be successful means to be organized. These skills will filter through all aspects of your participants professional and personal lives. 1 - Getting Started Housekeeping Items The Parking Lot Workshop Objectives Action Plans and Evaluations 2 - Remove the Clutter Just Do it You Don't Have to Keep Everything Three Boxes: Keep, Donate, and Trash A Place for Everything and Everything in its Place Case Study Review Questions 3 - Prioritize Write it Down Urgent/Important Matrix Divide Tasks 80/20 Rule Case Study Review Questions 4 - Scheduling Your Time Have a Master Calendar Setting Deadlines Remove or Limit the Time Wasters Coping With Things Outside of Our Control Case Study Review Questions 5 - To Do Lists Use a Day Planner Finish What You Start Focus on the Important Do Quick Tasks Immediately Case Study Review Questions 6 - Paper and Paperless Storage Find a System that Works for You Make it Consistent Make it Time Sensitive Setting up Archives Case Study Review Questions 7 - Organization in Your Work Area Keeping Items Within Arm's Reach Only Have Current Projects on Your Desk Arranging Your Drawers Organize to Match Your Workflow Case Study Review Questions 8 - Tools to Fight Procrastination Eat That Frog! Remove Distractions Give Yourself a Reward Break Up large Tasks Case Study Review Questions 9 - Organizing your Inbox Setting up Delivery Rules Folder and Message Hierarchy Deal with Email Right Away Flag and Highlight Important Items Case Study Review Questions 10 - Avoid the Causes of Disorganization Keeping Everything Not Being Consistent Not Following a Schedule Bad Habits Case Study Review Questions 11 - Discipline is the Key to Staying Organized Stay Within Your Systems Learn to Say No Have Organization Be Part of Your Life Plan for Tomorrow, Today Case Study Review Questions 12 - Wrapping Up Words from the Wise Review of Parking Lot Lessons Learned Completion of Action Plans Additional course details: Nexus Humans Organizational Skills 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 Organizational Skills 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.

Duration 1 Days 6 CPD hours This course is intended for This course is intended for managers, team leads, and individual contributors on techniques and best practices for continual improvement of themselves as leaders. Overview Define leadership. Assess your own leadership traits. Establish your leadership development plan. Develop your communication skills. Build your reputation. You have transitioned from an individual contributor to a manager, or as an individual contributor, you\'ve acquired practical skills to enhance your leadership abilities. When you want to take your leadership skills to the next level, you assess your leadership traits, develop your communication skills, and build your reputation. These strategies can increase your ability to effectively influence others and get results. Private classes on this topic are available. We can address your organization?s issues, time constraints, and save you money, too. Contact us to find out how. Prerequisites Students taking this course should have completed the course: Practical Leadership (Second Edition) 1. Defining Leadership Topic A: Identify Leadership Attributes Topic B: Identify Leadership Responsibilities 2. Assessing Your Leadership Traits Topic A: Assess Your Leadership Characteristics Topic B: Determine How Colleagues View Your Leadership Topic C: Evaluate Factors that Affect Your Leadership 3. Establishing Your Leadership Development Plan Topic A: Identify Your Destination Topic B: Establish Your Map Topic C: Build a Leadership Development Plan 4. Developing Your Communication Skills Topic A: Upgrade Your Listening Skills Topic B: Improve Your Communication Effectiveness 5. Building Your Reputation Topic A: Establish Your Credibility Topic B: Use Influence to Get Results Additional course details: Nexus Humans Developing Yourself as a Leader (Second Edition) 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 Developing Yourself as a Leader (Second Edition) 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.

Duration 1 Days 6 CPD hours This course is intended for This course is intended for customer service professionals with any level of experience who want to expand their knowledge, improve their skill set, and increase the understanding of customer benefits. This course teaches basic communication terms and organization basics. Students will learn how to communicate effectively, motivate employees, overcome communication barriers, develop leadership habits, understand how communication flows within an organization, develop networks, and identify the roles that individuals fulfill in an organization. Course activities also cover applying technology to organizational communication, discussing innovation and change, examining how environmental context affects communication, and discussion how power and politics affect an organization. Students will also learn how to manage change, stress, conflict, and empower individuals. The manual is designed for quick scanning in the classroom and filled with interactive exercises that help ensure student success. Prerequisites This course is intended for customer service professionals with any level of experience who want to expand their knowledge, improve their skill set, and increase the understanding of customer benefits. 1. Communication basics Effective communication Organizational management Organization types and characteristics Communication flow 2. Leadership and motivation Communication and leadership Communication and motivation 3. Relational context and organizations Relational context Relationships and organizations 4. Technology in the workplace Workplace technology Impact of technology Technology guidelines 5. Context, stress, and managerial tools Environmental context Stress and communication 6. Innovation and change Aspects of innovation Aspects of change 7. Power, politics, and diversity Power and communication Diversity and communication Empowerment and communication Additional course details: Nexus Humans Organizational Communication 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 Organizational Communication 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.

Duration 1 Days 6 CPD hours This course is intended for This course is intended for new managers, especially those with direct reports, who are responsible for increasing employee motivation and job performance. This course will assist students in understanding and implementing strategies that will help to motivate their work force. 1 - Getting Started Workshop Objectives Pre-Assignment Review 2 - A Psychological Approach Herzberg?s Theory of Motivation Maslow?s Hierarchy of Needs The Two Models and Motivation Case Study Module Two: Review Questions 3 - Object-Oriented Theory The Carrot The Whip The Plant Case Study Module Three: Review Questions 4 - Using Reinforcement Theory A History of Reinforcement Theory Behavior Modification in Four Steps Appropriate Uses in the Workplace Case Study Module Four: Review Questions 5 - Using Expectancy Theory A History of Expectancy Theory Understanding the Three Factors Using the Three Factors to Motivate in the Workplace Case Study Module Five: Review Questions 6 - Personality's Role in Motivation Identifying Your Personality Type Identifying Others? Personality Type Motivators by Personality Type Case Study Module Six: Review Questions 7 - Setting Goals Goals and Motivation Setting SMART Goal Evaluating and Adapting Case Study Module Seven: Review Questions 8 - A Personal Toolbox Building Your Own Motivational Plan Encouraging Growth and Development Getting Others to See the Glass Half-Full Case Study Module Eight: Review Questions 9 - Motivation on the Job The Key Factors Creating a Motivational Organization Creating a Motivational Job Case Study Module Nine: Review Questions 10 - Addressing Specific Morale Issues Dealing with Individual Morale Problems Addressing Team Morale What to Do When the Whole Company is De-Motivated Case Study Module Ten: Review Questions 11 - Keeping Yourself Motivated Identifying Personal Motivators Maximizing Your Motivators Evaluating and Adapting Case Study Module Eleven: Review Questions 12 - Wrapping Up Words from the Wise Additional course details: Nexus Humans Employee Motivation 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 Employee Motivation 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.