Building a Stock Price Predictor using LSTM in Keras
Building a Stock Price Predictor using LSTM in Keras
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Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 9m | Size: 241 MB
LSTM Stock Price Prediction - Time Series Forecasting, Deep Learning, Data Preprocessing, and Google Colab Deployment
What you'll learn
Understand the fundamentals of time series forecasting with LSTM (Long Short-Term Memory) models
Collect and visualize stock price data using Yahoo Finance and Matplotlib
Preprocess financial data and apply feature scaling techniques
Create sequence datasets suitable for LSTM networks
Build and train an LSTM-based neural network using TensorFlow/Keras
Apply model checkpointing and early stopping for optimal performance
Make future predictions and rolling forecasts of stock prices
Visualize model performance and export predictions to CSV
Save trained models and scalers to Google Drive for future use
Evaluate model performance using RMSE and MAE metrics
Requirements
Basic understanding of Python programming
A Google account to run and save files
Description
In this hands-on course, you'll learn how to build a complete Stock Price Prediction System using LSTM (Long Short-Term Memory) networks in Python - one of the most powerful deep learning architectures for time series data. Designed for learners with basic programming knowledge, this course walks you through real-world financial forecasting using historical stock market data.You will begin with data collection from Yahoo Finance using yfinance, and learn how to preprocess and visualize stock price data with pandas, NumPy, and matplotlib. You'll then dive deep into sequence modeling using LSTM from TensorFlow/Keras - a powerful neural network for capturing patterns in sequential data like stock prices. We will cover model architecture design, training strategies using early stopping and checkpointing, and advanced features such as rolling window forecasting and future prediction.Additionally, you'll learn how to deploy your project on Google Colab with GPU acceleration, and save models, scalers, metrics, and results directly to your Google Drive for seamless storage and access.By the end of this course, you'll be equipped to develop your own time series forecasting tools - a valuable skill in finance, AI applications, and predictive analytics. Whether you're a student, developer, or aspiring data scientist, this project-based approach ensures you can apply your knowledge in the real world.
Who this course is for
Data science and AI enthusiasts interested in time-series forecasting
Beginners and intermediate learners looking for a practical deep learning project
Finance professionals who want to understand stock prediction using neural networks
Students building academic or industry-ready projects
Anyone curious to learn how to forecast stock prices using real-world data and LSTM
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Code:
https://www.udemy.com/course/building-a-stock-price-predictor-using-lstm-in-keras/
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Building Structures In French - Structure 4 French Grammar
Building Structures In French - Structure 4 | French Grammar
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Last updated 4/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 293.33 MB | Duration: 2h 46m
Learn about how the French language is put together by breaking it down into its different sentence structures
What you'll learn
Learn about the fourth structure in the French language
Get to grips with how easy it is to manipulate this structure and say what you want with it
Get plenty of opportunity to practise using this structure
Learn how to form questions and statements in structure 4 in both the positive and negative
Complete lessons in 3 minute chunks - perfect for the busy learner
Build your own sentences without memorisation
Get more familiar with the past tense in French
Speak from the very first lesson
Requirements
Ideally, you should be a little familiar already with the French language, but if you're not, panic not! Everything in this course is fully explained, so you won't get lost
I recommend you start by enrolling on the "Building Structures in French - Structures 1, 2 and 3" course
Description
The whole of the French language can be broken down into several different structures. If you take any sentence from any French book or any utterance, you will see that it fits into one of these structures.I remember one weekend, I was writing some lessons for the week ahead, when I suddenly realised this. I noticed that there are a certain number of structures in French, and that every sentence follows one of these structures. I spent the rest of the weekend working out all the structures, and I wrote them all down.Every structure you learn gives you the ability to say a huge amount. Some structures are used more than others, but all the structures together make up the whole French language. Once you've learnt how a structure works, all you have to do is insert different words into the slots and you have a sentence.This course introduces you to structure 4. I've limited each course to one structure so as not to overburden you. By looking at just one structure at a time, you can really get to grips with it and understand its usage. It will help to clarify the French language and make it more like a reflex rather than something you have to think about as is it were a maths equation.Each structure can also help to propel you to fluency; if you can manipulate the structures at high speed, you can start to say anything you want without having to thing about how to say it.This course contains plenty of practice opportunities for you to revise what you've learnt and it also contains some hints and tips on how best to learn and memorise the structures and the vocabulary that goes with them. You'll learn how to make questions out of structure 4, how to make statements and how to turn positive statements negative.The Building Structures in French series is set out using the same learning techniques as the 3 Minute French courses. You can work through the course in three minute chunks, enabling anybody to learn French, no matter how little time you have.
You want to explore the French language a little more deeply,You are interested in starting to learn about the next structure of the French language and how to manipulate it.,You enjoy the 3 minute methodology used in other 3 Minute French courses,You enjoyed learning about the first three structures and would like to learn about the next structure in French
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Building Structures in Italian - Structure 1
Building Structures in Italian - Structure 1
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2025-04-12
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English (UK) | Size: 202.65 MB | Duration: 1h 34m
Learn about how the Italian language is put together by breaking it down into its different sentence structures.
What you'll learn
Learn about the first structure in the Italian language.
Get to grips with how easy it is to manipulate this structure and say what you want with it.
Get plenty of opportunity to practise using this structure.
Learn how to form questions and statements in structure 1.
Learn all the question words in Italian and some infinitives.
Complete lessons in 3 minute chunks - perfect for the busy learner.
Build your own sentences without memorisation.
Speak from the very first lesson.
Requirements
Ideally, you should be a little familiar already with the Italian language, but if you're not, panic not! Everything in this course is fully explained, so you won't get lost.
Description
The whole of the Italian language can be broken down into several different structures. If you take any sentence from any Italian book or any utterance, you will see that it fits into one of these structures. I remember one weekend, I was writing some lessons for the week ahead, when I suddenly realised this. I noticed that there are a certain number of structures in Italian, and that every sentence follows one of these structures. I spent the rest of the weekend working out all the structures, and I wrote them all down.Every structure you learn gives you the ability to say a huge amount. Some structures are used more than others, but all the structures together make up the whole Italian language. Once you've learnt how a structure works, all you have to do is insert different words into the slots and you have a sentence. This course introduces you to structure 1. I've limited each course to one structure so as not to overburden you. By looking at just one structure at a time, you can really get to grips with it and understand its usage. It will help to clarify the Italian language and make it more like a reflex rather than something you have to think about as is it were a maths equation.Each structure can also help to propel you to fluency; if you can manipulate the structures at high speed, you can start to say anything you want without having to thing about how to say it.This course contains plenty of practice opportunities for you to revise what you've learnt and it also contains some hints and tips on how best to learn and memorise the structures and the vocabulary that goes with them. You'll learn how to make questions out of structure 1, how to make statements and how to turn positive statements negative.The Building Structures in Italian series is set out using the same learning techniques as the 3 Minute Italian courses. You can work through the course in three minute chunks, enabling anybody to learn Italian, no matter how little time you have.
Who this course is for
You want to explore the Italian language a little more deeply, You are interested in starting to learn about the structure of the Italian language and how to manipulate it., You enjoy the 3 minute methodology used in other 3 Minute Italian courses.
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Cat Drawing Challenge Draw Dynamic Cat Poses Easily
Cat Drawing Challenge: Draw Dynamic Cat Poses Easily
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Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 1h 6m | Size: 812 MB
Master how to draw cats in quickly! One cat drawing a day to master drawing animals in different poses.
What you'll learn
Master Basic Sketching Techniques: Learn and apply essential methods for creating soft, curved lines and forms, perfect for capturing the organic shapes of cats
Draw Cats in Dynamic Poses: Confidently sketch felines in various positions, from peaceful sleeping curls to energetic playful pounces
Develop the observational skills needed to identify and draw the unique characteristics and expressions that make each cat special.
Build a portfolio of cat drawings through daily structured practice, showcasing your progress and newfound skills.
Requirements
Absolutely no prior drawing experience is required to take this course! It's designed to be beginner-friendly and guide you step-by-step.
Basic Drawing Tools: Simple pencils (an HB or 2B is a great start), an eraser, and some paper or a sketchbook are all you need to get started. No fancy or expensive equipment is necessary!
A Willingness to Learn: The most important requirement is your enthusiasm and desire to practice drawing.
Digital drawing tools are also optional (drawing tablet, ipad, a software like Krita (free) or Photoshop, Clip Studio Paint, Sketchbook, etc) Your pick!
A Love for Cats (Optional but Helpful!): Your passion for our feline friends will make the learning process even more enjoyable!
Description
Learn How to Draw Cats: A 7-Day Step-by-Step Online Drawing ChallengeMaster the art of cat drawing in just one week with our structured art challenge!This cat drawing course guides you day-by-day through capturing the unique beauty and movement of cats.This course is perfect for beginner drawing students and experienced artists seeking focused practice.What You'll Do Each Day:Receive several high-quality cat reference photos.Follow a detailed screen-capture video tutorial showing the entire drawing process.Practice specific techniques focused on different feline poses, from relaxed sleep to energetic play.What You'll Learn:Essential techniques for sketching soft, curved forms.How to inject dynamic energy into your animal drawings.Tips for capturing the distinct charm and character of various cat poses.Improve your overall sketching skills and observation.Who Is This For?Aspiring artists who want to learn how to draw animals.Experienced sketchers looking for a fun, structured drawing challenge.Cat lovers eager to draw their favorite companions.Anyone seeking a creative outlet and practical art instruction.Join this engaging online drawing class and transform your ability to draw cats.Build your skills, add to your portfolio, and enjoy the creative journey!Enroll on the 7-Day Cat Drawing Challenge now!See you in the Class!- Patricia
Who this course is for
Absolute Beginners: Anyone who wants to learn the fundamentals of drawing in a fun, engaging, and structured way, using cats as an inspiring subject.
Aspiring Animal Artists: If you dream of drawing animals but don't know where to start, this course provides a focused introduction to sketching the feline form.
Cat Enthusiasts & Pet Owners: Anyone who loves cats and wants to learn how to capture their unique beauty, personality, and poses on paper.
Experienced Sketchers Seeking Practice: Artists with some drawing background who are looking for a structured daily challenge to refine their skills, particularly in drawing organic forms and dynamic movement.
Anyone Interested in a Short, Focused Art Challenge: If you enjoy structured learning and achievable daily goals, this 7-day drawing challenge is perfect for you!
Homepage:
Code:
https://www.udemy.com/course/cat-drawing-challenge/
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C Foundations Structures, Unions, and Custom Data Types
C Foundations: Structures, Unions, and Custom Data Types
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Published 4/2025
MP4 | Video: h264, 1920x1080 | Audio: AAC, 48 KHz
Language: English | Size: 161.62 MB | Duration: 30m 44s
There are many reasons to learn C, but perhaps one of the strongest is that learning it makes you a better programmer. This course will dive deeper into the details of data structures and how to use them.
Data structures are an essential part of building code because they make a complex set of related data easier to work with and can be more efficiently stored. The larger the amount of data, the more critical the data structures become. In this course, C Foundations: Structures, Unions, and Custom Data Types, you'll master the use of structs, unions, and typedefs in C programming. First, you'll explore the how and why of data structures. Next, you'll discover how to leverage typedef for custom data types. Finally, you'll learn how to manage these complex data structures. When you're finished with this course, you'll have the skills and knowledge of structs, unions, and typedefs in C programming needed to be an unstoppable master of data organization and structuring.
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Code:
https://www.pluralsight.com/courses/c-foundations-structures-unions-custom-data-types
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Construction Project Management 2025
Construction Project Management 2025
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Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 4h 15m | Size: 4.41 GB
Practical Project Management Skills
What you'll learn
Practical Project Management
Practical Decision Making
Practical Corporate Management
Stakeholder Engagement, Communication and Management
What Project Management is all about?
Dispute Resolution
Project Management Plans
Requirements
Some knowledge of project management
Description
Mastering Project Management: From Theory to PracticeHave you studied project management in theory but wondered how it applies in the real world? Join me as I share my extensive experience in project management and leadership, equipping you with the knowledge and practical skills to become an efficient and effective project manager-and a successful leader.Leadership and management are distinct disciplines. While management focuses on processes and execution, leadership is about vision, influence, and strategic direction. I will help you understand the difference and show you how to cultivate a leadership mindset while mastering essential management skills.With over 15 years of experience in leadership and project management-combined with academic expertise and lecturing experience-I have successfully delivered every project on time and within budget. My approach emphasizes strong stakeholder management and engagement, ensuring project success in complex environments.This course provides real-world project management insights beyond what is typically taught in academic settings. You will gain access to practical templates and best practices applicable to your projects, helping you navigate challenges with confidence.What You Will Learn:Scope ManagementTime ManagementCost ManagementSQE (Safety, Quality, and Environmental) ManagementStakeholder ManagementCommunication ManagementSchedule ManagementContract ManagementDispute ResolutionBy the end of this course, you will have the tools, techniques, and mindset to successfully manage projects and advance your career in project management.Follow me and stay engaged-we will work together to build your expertise and create a lucrative career in project management!
Who this course is for
Beginner Project Manager, Junior Project Managers and Developing Project Managers
Homepage:
Code:
https://www.udemy.com/course/construction-project-management-b/
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Diploma in wound management and self care
Diploma in wound management and self care
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Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 3h 33m | Size: 2.4 GB
Unlock Expert Wound Care Skills & Empower Self-Care: Your Comprehensive Online Diploma
What you'll learn
In-depth, expert-led modules: Covering wound assessment, classification, treatment modalities (including dressings and advanced therapies), infection prevention
Practical, real-world application: Learn through case studies, interactive exercises, and downloadable resources that bridge the gap between theory and practice
Expertly assessing and managing a wide range of wounds: From acute injuries to chronic conditions, you'll learn evidence-based techniques for optimal healing.
Empowering individuals with self-care strategies: Discover how to educate and support patients in managing their own wound care, promoting autonomy and faster r
Becoming a sought-after specialist: Enhance your professional profile and open doors to new career opportunities in various healthcare settings.
Confidently navigating complex wound scenarios: Gain a deep understanding of the physiological processes of wound healing and factors that influence it.
Requirements
Basic understanding of anatomy and physiology
Description
Are you passionate about making a tangible difference in people's lives, empowering them towards better health and independence? Our comprehensive online "Diploma in Wound Management and Self-Care" is designed to equip you with the essential knowledge, practical skills, and confident approach to excel in this increasingly vital area of healthcare.Imagine:Expertly assessing and managing a wide range of wounds: From acute injuries to chronic conditions, you'll learn evidence-based techniques for optimal healing.Empowering individuals with self-care strategies: Discover how to educate and support patients in managing their own wound care, promoting autonomy and faster recovery.Becoming a sought-after specialist: Enhance your professional profile and open doors to new career opportunities in various healthcare settings.Improving patient outcomes and quality of life: Your expertise will directly contribute to reducing pain, preventing complications, and fostering well-being.Confidently navigating complex wound scenarios: Gain a deep understanding of the physiological processes of wound healing and factors that influence it.This Diploma Course Offers:In-depth, expert-led modules: Covering wound assessment, classification, treatment modalities (including dressings and advanced therapies), infection prevention, pain management, and the crucial aspects of patient education and self-care techniques.Practical, real-world application: Learn through case studies, interactive exercises, and downloadable resources that bridge the gap between theory and practice.Flexible online learning: Study at your own pace, fitting your education around your existing commitments, with 24/7 access to course materials.Certification of achievement: Receive a prestigious diploma upon successful completion, validating your specialized skills in wound management and self-care.Up-to-date, evidence-based content: Stay current with the latest advancements and best practices in wound care.Why Invest in Wound Management & Self-Care Expertise?The demand for skilled professionals in wound management is rapidly growing due to an aging population and increasing prevalence of chronic conditions like diabetes and vascular diseases. This diploma empowers you to not only meet this demand but to become a champion for patient-centered care, emphasizing the crucial role of self-management in achieving optimal outcomes. By understanding both the clinical aspects of wound care and the psychological and practical elements of self-care, you'll be equipped to provide truly holistic support.Don't miss this opportunity to elevate your skills, expand your career horizons, and make a profound impact on the lives of individuals needing wound care. Enrol in the Diploma in Wound Management and Self-Care today!Wound management diploma, wound care course online, self-care for wounds, skin health education, wound assessment training, chronic wound management, acute wound care, pressure ulcer management, diabetic foot care, leg ulcer treatment, wound dressing techniques, infection control in wounds, patient education in wound care, healthcare professional development, online healthcare diploma, advanced wound care, tissue viability, self-management skills, empower patient care, improve wound healing.
Who this course is for
for healthcare professionals (nurses, caregivers, allied health), individuals living with wounds, and those caring for them. It's also ideal for anyone seeking in-demand skills in this growing healthcare area, offering flexible, expert-led training for career advancement and improved patient/self-care outcomes.
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Disease of Immunity Autoimmune, Allergic, Immunodeficiency
Disease of Immunity: Autoimmune, Allergic, Immunodeficiency
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Published 4/2025
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 2h 38m | Size: 866 MB
Learn about the immune system, autoimmune diseases, allergies, immunodeficiencies, and the future of immunology and immu
What you'll learn
Understand the basics of the immune system and its role in health and disease.
Explore autoimmune diseases, allergic reactions, and immunodeficiency disorders.
Learn about transplantation, immune rejection, and tumor immunology.
Discover future trends in immunology and immune-based therapies.
Requirements
A basic understanding of biology or human anatomy is helpful but not required.
No prior knowledge of immunology is necessary.
A curiosity about the immune system and its role in health and disease.
Description
Welcome to "Diseases of Immunity: Exploring Autoimmune, Allergic, and Immunodeficiency Disorders", a comprehensive course designed to explore the fascinating and complex world of immunology. Whether you're a student, a healthcare professional, or simply curious about the immune system, this course will provide you with a solid foundation in understanding how the immune system works and how it can sometimes go awry.We'll begin with an introduction to the concept of diseases of immunity, exploring how the immune system can act as both a friend and a foe. You'll then dive into the basics of the immune system, breaking down its complex mechanisms into digestible concepts, including its structure, elements, and functions.From there, we'll explore autoimmune diseases, where the immune system mistakenly attacks the body's own cells, and allergic reactions, including their causes, manifestations, and management strategies. You'll also learn about immunodeficiency diseases, such as Primary and Acquired Immune Deficiency Syndromes, and what happens when the immune system is too weak to defend the body.As the course progresses, we'll discuss transplantation and immune rejection, exploring why organ rejection occurs and how it can be managed with antirejection drugs. We'll also delve into tumor immunology, examining how the immune system interacts with cancer cells, mechanisms of tumor evasion, and the latest advancements in immunotherapy.Finally, the course concludes with a summary of key concepts and a discussion on future trends in immunology, including emerging research and therapies that could revolutionize the treatment of immune-related diseases.This course has been thoughtfully crafted using advanced AI tools, including OpenAI's state-of-the-art models and Google Cloud's TTS services, to deliver engaging and accessible content. My name is Shamir George Bhatti, and I am passionate about using education and technology to empower learners with knowledge that can transform their understanding of science and medicine. Together, we'll explore the immune system and its disorders, and their critical role in healthcare.By the end of this course, you'll have a comprehensive understanding of the immune system, its disorders, and the future of immunology, equipping you with the knowledge to appreciate its mechanisms and their impact on human health. Join me, Shamir George Bhatti, on this journey to mastering the foundations of immunology and uncovering the secrets of the immune system.This course is designed for students, healthcare professionals, and anyone interested in understanding the immune system and its disorders. Whether you're pursuing a career in medicine, biology, or healthcare, or simply curious about how the immune system works and its role in health and disease, this course will provide valuable insights.
Who this course is for
Students studying medicine, biology, or healthcare-related fields.
Aspiring medical professionals or researchers in immunology.
Healthcare workers seeking to deepen their understanding of immune disorders.
Anyone interested in the science of immunity and its disorders.
Homepage:
Code:
https://www.udemy.com/course/disease-of-immunity-autoimmune-allergic-immunodeficiency/
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