Python Machine Learning algorithms can derive trends (learn) from data and make predictions on data by extrapolating on existing trends. Companies can take advantage of this to gain insights and ultimately improve business. Using Python Machine Learning scikit-learn, practice how to use Python Machine Learning algorithms to perform predictions on data. Learn the below listed algorithms, a small collection of available Python Machine Learning algorithms.
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
his course covers the essential Python Basics, in our interactive, instructor led Live Virtual Classroom. This Python Basics course is a very good introduction to essential fundamental programming concepts using Python as programming language. These concepts are daily used by programmers and is your first step to working as a programmer. By the end, you'll be comfortable in programming Python code. You will have done small projects. This will serve for you as examples and samples that you can use to build larger projects.
Access Introduction generally navigate through Access Database, get data fast, update data records by entering, update data and delete data. Run available report, use available forms, create simple forms and reports via wizards. This style tuition helps to maximise the value that you get from the day.
Data Visualization Courses London. In this Power BI Course, you will learn how to translate data trends, summaries, statistics and insights from your data into powerful and inspirational visualizations This course is ideal for managers and data analysts who need to make business decisions based on data.
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Learn how to create designs and master the principles of ergonomics, room inventory, color selection, and decorating with our interior design course. It's time to develop your skills and rekindle your passion for interior design. It’s time to develop your skills and rekindle your passion for interior design. If you are interested in interior design, curious about architecture, or want to learn the principles of decorating, you are in the right place. Whether you already have a little experience in design or are a complete beginner, our certified interior design course will provide you with the theoretical knowledge and practical skills to take your design abilities to the next level! Upon completing the course, you will be capable of designing your own apartment or house and be able to provide professional services to others by working as an interior designer. And the best part: You learn at your own pace with no strict schedules and deadlines. You will learn: The basics concepts of interior design The principles of ergonomics How to prepare interior design documentation How to design in professional software (SketchUp) How to render 3D visualizations using Vray The relation between decorating and interior design The principles of color selection The rules of inventory And much more… This course consists of helpful tests and quizzes, presentations, practical exercises, learning tools, reference materials, and business tips. What else? You will receive a valuable certificate once you’ve completed our interior design course. Moreover, the course access is not time-limited so you can keep and use all of the resources for life. Join the interior design course and get the benefits: Learning from a professional instructor24/7 access from any devicePractical exercisesTests, quizzes and recapsCertificate of completionExtra materials and downloadable bonuses100% satisfaction guarantee Your Singing Instructor: Robert Gram Interior design expert Your instructor is an interior design professional with 16 years of experience in the field. He earned his degree in interior design at the NY School of Interior Design and has been working on both residential and commercial projects since 2002. He is passionate about utility and sustainability in the interior design. He is dedicated to incorporating nature-inspired elements in his projects. He started as the assistant to the most prestigious interior designer at the time and later on continued the development of his career founding his own interior design studio. He was nominated 5 times to the Designer of the Year award. Now his main focus is teaching others how to become a responsible and successful interior designers. Overview of the course: Detailed Video presentations 1. Interior design fundamentals Basics of design development Key definitions, composition principles, terms used in the industry Difference between an interior designer and an interior decorator technician 2. Types of projects Arranging home, apartment, kitchen, bathroom, living room, office and commercial interior designs 3. Principles of project development How to use software to create a technical drawings Ergonomic principles and concepts related to independent project creation 4. Composition and color in interior spaces Basic principles of composition and room layout The color palette Principles of color combination and selection of materials 5. Light in interior design The role and impact of light on the environment and our well-being Types and distribution of light Conscious use of natural light in design Proper placement of artificial light Training videos 1. Independent creation of projects Design of bathroom, kitchen, living room, bedroom, office, and other types of interiors, including commercial interiors Practical steps to creating a project on your own 2. Preparation of technical drawings Fundamentals of design Preparation of drawings Preparing cross sections Installations planning Placement of various components in the project 3. Design software in practice SketchUp and Vray 4. Working with clients A practical guide to working with clients How to interview clients and determine client needs How to present a design Tests 1. Tests and review activities Basic knowledge of interior design Knowledge of how to create projects Knowledge of how to operate design software 2. Final Exam Comprehensive review of all material Final test of knowledge and skills acquired Tasks Practical tasks: Independent creation of a project Making a case analysis Practical tasks involving combining colors Creating comprehensive interior design Course materials Additional materials for reference in daily work Apartment interior design inspirations: photos and discussion of projects Examples of positioning of flowers and plants in a room Where to find materials? An architect’s guide Tips on how to design tiny interiors: ready-made solutions along with discussion A letter from your expert instructor: We all want to feel good in the rooms we inhabit and work in. Light, colors, and the arrangement of room elements have a major impact on the quality of our everyday lives.Creating a perfectly cohesive and harmonious interior that meets a person’s needs is a way of giving them a better life.If you enjoy interior decorating, choosing the right accessories, playing with light, or just visiting a furniture store to admire the finished arrangements, then this course is for you.It’s time to upgrade your skills and grow to the next level. No matter if you’re only thinking about interior design as a hobby or have a little experience and want to advance quickly – don’t wait to enroll in this course.Step into the fascinating world of interior design with me and become a admired designer.I will show you how to do it! Robert Gram,Interior design expert
Practical Excel training that will turn you into a certified Excel master About course Become a master of Excel Learn how to use the crucial Excel functions and tools. Learn from the experts The course is conducted by an Excel specialist with many years of experience. Test your knowledge In the course, you will find tests and practical tasks to consolidate your knowledge and skills. Do you want to master Excel quickly and efficiently? We offer you a unique opportunity to learn all the features of Excel in just a couple of days. The course is purely practical and will teach you the most useful tools included in the app. Whether you do data modeling, work on databases or analysis and reporting, this practical course will show you how to speed up and improve the quality of your work in each of these areas. Through the course, you will have few knowledge repetitions, practical tasks and tests that will help you remember all the information and put into practice the skills you have learned. The training offers access to the training videos and reference materials for an unlimited period. You’ll learn from our Excel expert with many years of experience in the field who will explain every issue step by step and will teach you how to perform your tasks with confidence. This course is available through a multimedia Kemp Center platform. You will learn from the comfort of your own home and at your own pace. You can always stop, return or return to any topic. On top of everything, after completion of the course, you will receive certificate confirming your skills. Join the Excel course and get the benefits: Learning from a professional instructor24/7 access from any devicePractical exercisesTests, quizzes and recapsCertificate of completionExtra materials and downloadable bonuses100% satisfaction guarantee Your Singing Instructor: Lewis Hardin Excel expert The Excel course is conducted by an MS Excel expert and trainer. He specializes in financial modeling and data analysis. He can’t imagine life without Excel and till now, he created and implemented dozens of business tools based on this program. Participants of his trainings appreciate him for his pragmatic approach, lightness of message, and an offbeat sense of humor. He is able to convey any issue in an accessible and understandable way. Overview of the course: The Excel course program: I. Module 1 – Editing Basic issues Excel applications; navigating in the program; naming; toolbar; formula behavior; special paste; moving and copying without disturbing file consistency; areas; relative and absolute references; keyboard shortcuts. Editing and formatting Fonts; borders; text layout; wrapping; merging; formats (text, number, currency, accounting, dates and times, percentage, scientific, special); conditional formatting; table formatting; width and height, auto-fit. Graphic and special elements Pictures; shapes; icons; 3D models; SmartArt; text boxes; equations; symbols; headings; comments. II. Module 2 – Analysis and modeling Create charts and tables Charts: column (bar); line; area; statistical; pie; doughnut; scatter; bubble; combination charts. Special charts: cascade; funnel; stock; surface; radar; maps; spark lines; PivotCharts. Filters (Slicer and Timeline): PivotTables and Plain Tables. Use formulas Rules for working on formulas. Review and application of formulas. Formulas: financial; temporal; mathematical and statistical; search; database; text; logical; IT; compliance; networking. Working on data (databases) Sort; filter; retrieve and transform data; import and export data; queries and connections; text as columns; instant fill; remove duplicates; data validation; consolidation; what-if analysis; forecast worksheet; outline (grouping and what-if analysis). III. Module 3 – Review, view and print Review and data protection Checking: spelling; thesaurus; workbook statistics. Accessibility settings; smart search; translator; comments and notes; protect worksheet; ink. View, printing and formats View: sheet views; page break preview; page layout and custom views; show grid view; formula bar and headings; zoom; arrange windows; freeze panes; enter macros. Printing: print area; page settings; margin settings; sheet adjustment. File formats and saving. IV. Module 4 – Advanced issues Advanced features Work with other apps Tools and plugins for professionals V. Tests Tests and repetitions of acquired knowledge The acquired knowledge will be consolidated and checked through tests after each training module. Tests improve the acquisition of knowledge and improve the attention and engagement throughout the training. Final test After completing the final test at the end of the Excel course, you will get certified. VI. Tasks Practical tasks and exercises Each participant of the Excel course will practice the acquired skills. In this way, the participant will assimilate skills for longer and adapt them to his/her style of operation. After completing the tasks and receiving feedback from our experts, the new skills will be fully acquired not only on an intellectual level but also on a practical level. VII. Bonus materials for the course Additional materials for use in everyday workAfter logging in, you will receive additional materials for use in everyday work. You will receive: short keyboards; a list of the best Excel plugins and tricks to improve work and many more. Experience Beginner-IntermediateLanguage English, German, French, Polish, Portuguese A letter from your expert instructor: If you want to become an Excel master, don’t waste your time on boring and ineffective training courses that will teach you only the theory. We have a better solution for you: We are pleased to invite you to the most practical course that will teach you how to use Excel in practice. And guess what? You will master all the features of Excel program within just a couple of days.You will learn how to work dynamically and flawlessly. Data analysis, database manipulation, creating statements and reports won’t be a problem for you anymore. You will learn everything in the shortest possible time and you’ll master the use of the most important and useful functions. You will work on sheets taken from the real life and perform activities independently. In this way you will acquire the ability to use the program at an expert level.Join us today! Learn with us and surprise everyone with your knowledge of Excel! Learning Excel with us is so interesting and never boring. Learn from the best and become one of themLewis HardinExcel course expert