Duration 3 Days 18 CPD hours This course is intended for This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.
This comprehensive training program covers many concepts in Microsoft Power BI. From beginner to advanced levels, learn data visualization, advanced DAX expression, Python integration, custom visuals, data preparation, and collaboration in Power BI service. Develop expertise in Power BI and position yourself for a successful career in data analytics.
Course Overview Learn how to create low poly objects for games in Cinema 4D, and gain in-demand industry skills. The Learn Cinema 4D: Low Poly Tree course is a complete walk through masterclass for beginners, starting with familiarising you with the basic tools. Through video training tutorials and instructor-led guidance, it will take you through the necessary steps to create a low poly tree from scratch in less than 10 minutes. From how to make tree sketches, to rendering techniques, you will gain the expertise required to work in a wide range of creative industries. This course is open to anyone looking to develop professional modeling, rendering and animation skills, and there are no specific entry requirements for enrolment. This best selling Learn Cinema 4D: Low Poly Tree has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Learn Cinema 4D: Low Poly Tree is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Learn Cinema 4D: Low Poly Tree is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Learn Cinema 4D: Low Poly Tree is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Learn Cinema 4D: Low Poly Tree, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Learn Cinema 4D: Low Poly Tree will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Learn Cinema 4D: Low Poly Tree to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
Course Overview Learn how to create low poly objects for games in Cinema 4D, and gain in-demand industry skills. The Learn Cinema 4D: Low Poly Planet course is a complete walk through masterclass for beginners, starting with familiarising you with the basic tools. Through video training tutorials and instructor-led guidance, it will take you through the necessary steps to create a stunning low poly planet from scratch using Cinema 4D. From how to render 3D scenes, to creating basic materials and colours for your model, you will gain the expertise required to work in a wide range of creative industries. This course is open to anyone looking to develop professional modeling, rendering and animation skills, and there are no specific entry requirements for enrolment. This best selling Learn Cinema 4D: Low Poly Planet has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Learn Cinema 4D: Low Poly Planet is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Learn Cinema 4D: Low Poly Planet is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Learn Cinema 4D: Low Poly Planet is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Learn Cinema 4D: Low Poly Planet, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Learn Cinema 4D: Low Poly Planet will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Learn Cinema 4D: Low Poly Planet to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.
Rhino Basic to Intermediate Training Course
You will learn about the business analysis process, from identifying business needs to assessing and prioritizing requirements. You will also gain insights into the world of business analytics, including predictive modeling and data visualization techniques that can help you turn raw data into actionable insights. Throughout the course, you will be introduced to a variety of business analysis techniques, including SWOT analysis, PEST analysis, and Porter's Five Forces framework. You will also explore different useful financial ratios that can be applied to business analysis, such as profitability ratios and liquidity ratios. This knowledge will enable you to make informed decisions and recommendations that drive business success. Finally, you will gain insights into different modern, useful tools of business analysis. From data visualization software to predictive analytics tools, you will learn how to leverage technology to enhance your business analysis capabilities and deliver value to your organization. After the successful completion of the course, you will be able to learn about the following, Understand the nature of business analysis and its role. Explain the business analysis process and business analytics. Describe different business analysis techniques. Explore different useful financial ratios applicable to business analysis. Understand different modern, useful tools of business analysis. You will learn about the business analysis process, from identifying business needs to assessing and prioritizing requirements. You will also gain insights into the world of business analytics, including predictive modeling and data visualization techniques that can help you turn raw data into actionable insights. Throughout the course, you will be introduced to a variety of business analysis techniques, including SWOT analysis, PEST analysis, and Porter's Five Forces framework. You will also explore different useful financial ratios that can be applied to business analysis, such as profitability ratios and liquidity ratios. This knowledge will enable you to make informed decisions and recommendations that drive business success. Finally, you will gain insights into different modern, useful tools of business analysis. From data visualization software to predictive analytics tools, you will learn how to leverage technology to enhance your business analysis capabilities and deliver value to your organization. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Business Analysis Case Studies Self-paced pre-recorded learning content on this topic. Business Analysis Case Studies Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. CEO, Director, Manager, Supervisor Business analysts Data analysts Consultants, managers. Entrepreneurs Anyone looking to gain a deeper understanding of the role of business analysis in driving business success. Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.
SAP HANA Training | Online Courses | UK Provider Stay Ahead of the competition by gaining skills on SAP HANA with Osborne Training. SAP HANA training builds the foundation for seamless SAP applications, which helps deliver ground-breaking innovations without disruption. SAP HANA provides powerful features like significant processing speed, predictive capabilities, the ability to handle large amount of data, and text mining capabilities. SAP HANA course is designed to make you ready for SAP certification and Job market. Introduction In-Memory Computing Evolution of In-Memory computing at SAP History of SAP HANA HANA compare to BWA In-Memory Basics HANA Use cases Architecture Hana Engine Overview Different HANA Engine Types Row Store Column Store Persistency Layer Business Impact of new architecture Backup & Recovery Modeling Key Concepts in Data Modeling Components of HANA data model & Views Analytical ViewsAttribute viewsCalculation ViewsJoins Measures Filters Real Time Scenarios HANA SQL Intro Functions & Expressions Procedures Data Provisioning Overview Trigger Based Replication ETL Based Replication Log Based Replication Intro to BODS 4 Basic Data service Connection types Flat File upload in to HANA Reporting Connectivity options Business Objects BI 4 Security Creating Users Creating Roles Privileges User Administration
**Don't Spend More; Spend Smarter** Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now Give a compliment to your career and take it to the next level. This Personal Finance will provide you with the essential knowledge to shine in your professional career. Whether you want to develop skills for your next job or elevate skills for your next promotion, this Personal Finance will help you keep ahead of the pack. The Personal Finance incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your expertise and essential knowledge, which will assist you in reaching your goal. Further, this Personal Finance will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your chosen field while also outlining essential career insights in this job sector. Consequently, you'll sharpen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Personal Finance, you can equip yourself with the essentials to keep you afloat in the competition. Along with this Personal Finance course, you will get 10 premium courses, an original Hardcopy, 8 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This Personal Finance Bundle Consists of the following Premium courses: Course 01: Professional Personal Finance Course Course 02: Introduction to Accounting Course 03: Accounting and Bookkeeping Level 2 Course 04: Level 3 Tax Accounting Course 05: Financial Analysis Course 06: Level 2 Financial Planning and Management Course Course 07: Investment Course 08: Stock Market Investing for Beginners Course 09: Microsoft Excel Training: Depreciation Accounting Course 10: Financial Modeling Using Excel Course 11: Advanced Diploma in MS Excel So, enrol now to advance your career! Benefits you'll get choosing Apex Learning: Pay once and get lifetime access to 8 CPD courses Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the title course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course, you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But with this special offer, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! PS The delivery charge inside the UK is £3.99, and the international students have to pay £9.99. Curriculum: Course 01: Professional Course Section 01: Introduction Section 02: Personal Finance Section 03: Personal Expenses and Income Section 04: Savings Section 05: How to Manage Your Personal Finance Using Free Budgeting Software Course 02: Introduction to Accounting Accounting Fundamental What is Financial Accounting Accounting Double Entry System and Fundamental Accounting Rules Financial Accounting Process and Financial Statements Generates Basic Accounting Equation and Four Financial Statements Define Chart of Accounts and Classify the accounts External and Internal Transactions with companies Short Exercise to Confirm what we learned in this section Accounting Policies What are Major Accounting Policies need to be decided by companies Depreciation Policies Operational Fixed Asset Controls Inventory Accounting and Controls Revenue Accounting and Controls Course 03: Accounting and Bookkeeping Level 2 Introduction to the course Introduction to Bookkeeping Bookkeeping systems Basics of Bookkeeping The functionality of bookkeeping On a personal note Course 04: Level 3 Tax Accounting Tax System and Administration in the UK Tax on Individuals National Insurance How to Submit a Self-Assessment Tax Return Fundamentals of Income Tax Advanced Income Tax Payee, Payroll and Wages Capital Gain Tax Value Added Tax Import and Export Corporation Tax Inheritance Tax Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK Course 05: Financial Analysis Introduction Profitability Return Ratio Liquidity Ratio Operational Analysis Detecting Manipulation Course 06: Level 2 Financial Planning and Management Course Personal Finance Calculations Saving for Retirement Building Credit to Buy a Home Personal Finance Guides for Beginners Cashflow Management Budgets and Money Management Course 07: Investment Introduction to Investment Types and Techniques of Investment Key Concepts in Investment Understanding the Finance Investing in Bond Market Investing in Stock Market Risk and Portfolio Management Course 08: Stock Market Investing for Beginners Module 01: Introduction to the Course Module 02: Introduction to Stocks Module 03: Money Required for Primary Investment Module 04: Opening an Investment Account Module 05: Brokerage Account Walkthrough Module 06: Finding Winning Stocks Module 07: Earning from Dividends Module 08: Diversifying Portfolio Module 09: Investment Plan Module 10: Rebalancing Portfolio Module 11: Understanding Order Types Module 12: Investment Tax Module 13: Investment Rules: Rule-1 Module 14: Investment Rules: Rule-2 Module 15: Investment Rules: Rule-3 Module 16: Investment Rules: Rule-4 Module 17: Investment Rules: Rule-5 Module 18: Stock Market Dictionary Module 19: Setting Up the Trading Platform Course 09: Microsoft Excel Training: Depreciation Accounting Introduction Depreciation Amortization and Related Terms Various Methods of Depreciation and Depreciation Accounting Depreciation and Taxation Master Depreciation Model Conclusion Course 10: Financial Modeling Using Excel Welcome to the Course! Get the Overview of What You'll Learn Planning your Financial Model Building a Model Template Projecting the Income Statement Projecting the Balance Sheet Projecting Cash Flows Advanced Financial Modeling BONUS LESSON: Top 5 Excel Features for Financial Modellers Course 11: Advanced Diploma in MS Excel Microsoft Excel 2019 New Features Getting Started with Microsoft Office Excel Performing Calculations Modifying a Worksheet Formatting a Worksheet Printing Workbooks Managing Workbooks Working with Functions Working with Lists Analyzing Data Visualizing Data with Charts Using PivotTables and PivotCharts Working with Multiple Worksheets and Workbooks Using Lookup Functions and Formula Auditing Sharing and Protecting Workbooks Automating Workbook Functionality Creating Sparklines and Mapping Data Forecasting Data Excel VBA Data Management CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Ouris fully compatible with PC's, Mac's, laptops, tablets and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones, so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course; it can be studied in your own time at your own pace. Career path Having this various expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included
Course Overview Learn how to create low poly characters in Cinema 4D and gain in-demand industry skills. The Learn Cinema 4D: Create an Abstract Background course is a complete walk through masterclass for beginners, starting with familiarising you with the basic tools. Through video training tutorials and instructor-led guidance, it will take you through the necessary steps to create a low poly wolf character in Cinema 4D in just a few hours. From how to create basic materials and colours for your models and backgrounds, to rendering 3D scenes, you will gain the expertise required to work in a wide range of creative industries. This course is open to anyone looking to develop professional modeling, rendering and animation skills, and there are no specific entry requirements for enrolment. This best selling Learn Cinema 4D: Create an Abstract Background has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Learn Cinema 4D: Create an Abstract Background is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Learn Cinema 4D: Create an Abstract Background is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Learn Cinema 4D: Create an Abstract Background is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Learn Cinema 4D: Create an Abstract Background, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Learn Cinema 4D: Create an Abstract Background will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Learn Cinema 4D: Create an Abstract Background to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device. Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.