Are you planning for large-scale data preparation and analysis? This course will teach you Databricks - how to use it to explore, analyze, clean and transform data; store data in Delta format; and visualize it using Databricks charts and dashboards.
Databricks is a unified analytics platform that can handle huge volumes of data, process it faster, and help explore and analyze the data in-depth.
In this course, Data Preparation and Exploration in Databricks, you'll gain the ability to explore, analyze, clean, and transform data using the Databricks platform; store the processed data in Delta Lake format; and visualize the data using Databricks charts and dashboards.
First, you'll learn how to set up the Databricks environment. Then, you'll discover how to extract data from multiple sources in Databricks - like Azure Data Lake Store and Databricks File System (DBFS) - and create Spark DataFrames.
Next, you'll go over how to explore and analyze data using Spark and Databricks features, clean and transform the data using Spark, and visualize the data using Databricks charts and
dashboards.
Following this, you'll see how to store the processed data in Data Lake or as Databricks Tables in Delta Lake format. Finally, you'll learn how to do performance optimization in Databricks.
When you're finished with this course, you'll have the skills and knowledge of Databricks needed to prepare and explore the data. Homepage:
Track real-time crypto prices across multiple exchanges with WebSockets and Python. This course shows a high-speed data pipeline for efficient price comparison, helping traders and analysts make data-driven decisions and see arbitrage opportunities.
Cryptocurrency markets are fast-moving, and price discrepancies between
exchanges create valuable opportunities for traders and analysts. However,
monitoring these variations in real time requires efficient data collection
and processing.
In this course, Data Show and Tell: Real-time Crypto Price Tracking with Python and WebSockets, you'll learn how to build a high-speed data pipeline that continuously tracks
and compares crypto prices across multiple exchanges.
First, you'll learn how to use WebSockets, Python, and asynchronous programming to fetch and
process large volumes of real-time market data efficiently.
Next, you'll discover visualizing price trends and logging data for analysis.
Finally, you'll explore handling high-frequency updates.
When you're done with this course, you'll be equipped with the skills needed to build scalable
financial data systems. Homepage:
Description
Welcome to the Firebase for Business Course!If you are a mobile application, web application or game developer who is looking forward to learn about Firebase, then found the right course!This course is for developers who want to integrate Firebase in professional projects. We will focus on core Firebase components which we generally use in real life production. It does not matter whether you have a custom backend or not. We will focus on features that can be integrated with any project.Course is presented by Atil Samancioglu who serves more than 250.000 students worldwide on Mobile Application Development & Cyber Security. Atil also teaches Android Development in Bogazici University. Course is made with cooperation of Codestars, serving more than 1.5 million students worldwide!Some of the topics that we are going to cover during the course:Firebase FundamentalsAnalyticsCrashlyticsCloud FunctionsCloud Messaging (FCM)AuthenticationFirestore BasicsDuring the course we will have a hands on experience. All examples will be presented in Android environment with Kotlin. However further instructions will be guided or presented if you are developing for other environments or other programming languages. If you are on your way to become a professional developer and use daily Firebase features in your applications, this course has everything you need. We will build exemplary applications such as Twitter Clone during the course. All codes will be shared by us via GitHub and you can ask any question via Q&A to reach the instructor.Happy coding!
Mobile application developers who want to use Firebase in professional development,Web application developers who want to use Firebase in professional development,Students who want to learn about FCM, Firestore, Crashlytics, Analytics, Cloud Functions, Authentication
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Master Generative AI: Build Python Apps with OpenAI API, LangChain, and Custom Chatbots
What you'll learn
How to use the OpenAI API to build and customize AI chatbots
Techniques for extending LLM capabilities with function calling
Hands-on experience with DALL-E and the Whisper Audio API
Building custom-knowledge chatbots using LangChain, embeddings, and ChromaDB
Best practices for integrating generative AI into Python applications Requirements
Basic knowledge of Python programming
Familiarity with web development concepts (helpful but not required) Description
Since the launch of ChatGPT and OpenAI API models, generative AI has revolutionized the tech landscape, opening up endless possibilities for innovation in software and web development.This course, " Generative AI with Python: Build Apps in OpenAI & LangChain " is your comprehensive guide to harnessing the power of generative AI to create cutting-edge Python applications.Join us as you dive into the world of generative AI, starting with the fundamentals and progressing to advanced techniques. You'll learn how to use the OpenAI API to build and customize AI-powered chatbots, integrate them into your applications, and extend their capabilities using function calling.Explore other generative models like DALL-E for image generation and the Whisper Audio API for speech-to-text applications, gaining hands-on experience with the latest tools and technologies.The course also covers how to build custom-knowledge chatbots using LangChain, embeddings, and ChromaDB, enabling you to create intelligent, context-aware AI solutions tailored to specific domains.Through practical exercises, real-world examples, and step-by-step guidance, you'll gain the skills and confidence to innovate with generative AI.Whether you're a Python developer, web developer, or AI enthusiast, this course will equip you with the knowledge to stay ahead in the rapidly evolving tech landscape.Enroll now and start building the future of AI-powered applications today! Overview
Section 1: Introduction to Generative AI: Fundamentals & Applications
Lecture 1 Introduction to Generative AI
Lecture 2 How Generative AI Works
Lecture 3 Who Is This Course For?
Lecture 4 Course Requirements
Lecture 5 Exercise Files
Section 2: Generative AI Development: Key Concepts & Setup
Lecture 6 Create an OpenAI account
Lecture 7 Get started using OpenAI
Lecture 8 Start a New Project
Lecture 9 Get up and running with the OpenAI API
Lecture 10 Create completion
Section 3: Building a Chatbot Application with the ChatGPT API
Lecture 11 Introduction to Chatbots
Lecture 12 Create a basic Chatbot
Section 4: Exploring Advanced Generative Models: DALL-E & Whisper
Lecture 13 The Moderations endpoint
Lecture 14 Integrate a Moderation Layer
Section 5: Enhancing LLM Capabilities with Function Calling
Lecture 15 OpenAI's Function Calling
Lecture 16 Function calling integration
Lecture 17 Function calling execution
Section 6: Developing a Custom-Knowledge Chatbot with LangChain & ChromaDB
Lecture 18 Why using LangChain
Lecture 19 How LangChain works
Section 7: What's Next
Lecture 20 Final words
Python developers looking to integrate AI into their applications,Web developers interested in generative AI and chatbot development,AI enthusiasts eager to explore OpenAI's latest tools and models,Tech professionals aiming to stay ahead in the AI revolution
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What you'll learn
How to create and optimize a YouTube channel for success.
Setting up the channel's branding, including logo, banner, and description.
Tips for creating high-quality, engaging videos that attract viewers.
YouTube SEO and Algorithm
How to go viral on YouTube
How to get views and increase your watch time hours
How to get your first 1,000 subscribers fast
How to rank your videos on YouTube to get more views Requirements
your laptop or smartphone Description
Are you looking to turn your passion for content creation into a profitable YouTube channel? This course is designed for complete beginners who want to understand the step-by-step process of building, growing, and monetizing a YouTube channel successfully.You don't need expensive equipment, prior experience, or a large following to start. This course will guide you through the fundamentals of YouTube, including setting up your channel, optimizing videos for search, and attracting your first subscribers. You will learn how the YouTube algorithm works, how to create engaging content, and how to grow your audience organically.Most importantly, this course focuses on monetization strategies. From YouTube's Partner Program and ad revenue to alternative income sources such as sponsorships, affiliate marketing, and merchandise, you'll discover multiple ways to generate income. You will also learn about YouTube policies and how to stay compliant to avoid demonetization issues.By the end of this course, you will have a clear roadmap to building a profitable YouTube channel. Whether you want to create content as a side hustle or aim to become a full-time YouTuber, this course will equip you with the knowledge and skills needed to succeed.Enroll today and start your YouTube journey! Enroll today and start your YouTube journey! Overview
Section 1: Introduction
Lecture 1 Introduction
Lecture 2 YouTube Adsense Earning Proof
Lecture 3 How to create a YouTube Channel
Lecture 4 how to get your first 1000 subscribers on YouTube (fast)
Lecture 5 How to go viral on YouTube
Lecture 6 introduction to YouTube SEO
Lecture 7 40 different youTube channel ideas
Lecture 8 How to record videos with your smartphone
Lecture 9 How to record videos with your Laptop
Lecture 10 How to Rank Videos on YouTube 1
Lecture 11 How to rank Videos on YouTube 2
Lecture 12 How to rank videos on YouTube 3
Lecture 13 Hacks to get 4,000 watch time hours on YouTube
Lecture 14 how to use endscreen and cards to get more views on youtube
Lecture 15 Secrets to get more views on youTube
Lecture 16 how to get brand deals that pays you extra income on Youtube
Lecture 17 How to apply for monetization on YouTube
Individuals who are new to YouTube and want to learn how to start and grow a channel that generates income.,Anyone who already creates content on YouTube but wants to monetize their channel and optimize their income potential.,People looking to turn their YouTube presence into a profitable business or side hustle.
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Learn how to scale and optimize cloud solutions with Azure. This will teach you to design distributed architectures, implement serverless scaling, leverage caching for performance, and optimize databases for workloads using Azure best practices.
Handling high traffic and ensuring application performance in dynamic cloud environments can be challenging. In this course, How to Scale and Optimize Solutions with Azure, you'll learn to design scalable, resilient cloud architectures. First, you'll explore how to distribute traffic efficiently using Azure Load Balancer, Traffic Manager, and Front Door. Next, you'll discover how serverless computing and caching strategies enhance application performance and responsiveness. Finally, you'll learn how to optimize databases with Cosmos DB partitioning and Azure SQL read replicas for high-traffic workloads. When you're finished with this course, you'll have the skills and knowledge of cloud scaling and optimization with Azure needed to build high-performance, resilient solutions. Homepage:
This course will teach you the methodology and skills necessary to build a budget for a mid-size company. Starting from basics, you will go through foundational knowledge and learn how to apply it in real life.
You know that security is important, but do you know how to build a budget for it? In this course, Information Security Management: Strategic Budget, you'll learn to develop a security budget for a mid-size company. First, you'll explore the organizational and financial aspects related to the security budget. Next, you'll discover how to create and refine the OpEx and CapEx aspects of the budget. Finally, you'll learn how to monitor and adapt the budget as business and technology landscapes evolve. When you're finished with this course, you'll have the skills and knowledge needed to confidently support a mid-size company in its definition of a security budget. Homepage:
Interior Design Course For Beginners/Interior Designing With Color Theory/Interior Design Color Elements (Freebies Inc)
What you'll learn
Build your brand: Position yourself as a color-savvy designer, enhancing credibility and recognition.
Color Palette Confidence: Build and apply cohesive color schemes that enhance the atmosphere of any room.
Accelerate your career: Master color theory & psychology, stand out, attract clients, and increase your earnings.
Understand how color influences mood, perception, and functionality.
Build cohesive color palettes for various spaces and design themes.
Techniques for selecting and coordinating complementary, analogous, and contrasting color schemes.
Ways to enhance or diminish architectural features through strategic color placement.
Professional tips on creating harmonious palettes for various design styles.
Real-world examples and case studies demonstrating the impact of color choices in interior environments.
Grow Your Professional Portfolio: Apply your newfound skills to real-world projects and showcase stunning, color-coordinated designs.
Command higher rates: Offer specialized color expertise and justify premium pricing for your design services.
Boost client satisfaction: Confidently propose color schemes that align with clients' emotional and aesthetic goals.
Expand creativity: Explore new dimensions of mood, atmosphere, and functionality through color experimentation.
Stay on trend: Keep pace with evolving color palettes and psychological research for cutting-edge design results.
Hands-on learning: Gain actionable strategies for transforming challenging spaces into inspiring environments. Requirements
The Interest to Learn about Interior Design in the Best Way Possible. Description
The Ultimate Interior Designing Course & Interior Decoration Covering Color Theory & Color Psychology.Transform your Interior Designing passion for creating vibrant, emotionally resonant interiors into practical design skills with this specialized online Interior Design training course addressing color theory and psychology. Tailored for beginners and enthusiasts, you'll explore how color influences mood, perception, and spatial harmony. Whether you're updating a single room or pursuing a career in interior design, you'll gain the knowledge and tools to bring your unique vision to life through strategic color choices.What You'll Learn in this Online Interior Design Class:Discover the building blocks of color and learn how to craft compelling palettes that enhance your design concepts.Uncover how color affects mood, emotion, and behavior. Learn to select and apply colors that evoke the desired feelings and functionality in any space.Explore proven methods for combining colors-complementary, analogous, monochromatic, and more-to create balanced, visually appealing designs.Develop vibrant mood boards to communicate your color concepts, and discover layout techniques that seamlessly integrate color into functional, well-designed spaces.Strategically apply color psychology to address specific design goals.Understand cultural and contextual nuances of color to tailor designs for diverse audiences.Develop an expert eye for balanced, cohesive color schemes that captivate clients and occupants alike.Unlock professional-level insights into color mixing, blending, and matching for interiors that stand out.and MUCH MORE!Exclusive Resources for Students:As part of this course, you'll gain access to exclusive guides, templates, and resources designed to enhance your learning experience. These tools will help you apply your new skills effectively and confidently in real-world projects.Who Should Take This Course?Interior Designers & Decorators wanting to enhance color expertise.Homeowners & DIY Enthusiasts looking to transform their interiors.Real Estate Agents & Property Stagers interested in interior decorating courses.Creative Professionals & Artists exploring color application in design.Anyone Passionate About Interior Designing & Interior Decoration.Why Choose This Course?By focusing on both the science and art of color, you'll gain a powerful edge in interior design. You'll learn to craft spaces that not only look beautiful but also evoke the right emotions, supporting well-being and productivity.Whether you're decorating your home or stepping into a professional design role, this Powerful Interior Design course offers the expertise you need to elevate any interior design project through the transformative power of color. Overview
Section 1: Introduction to Interior Designing Using Color Theory
Lecture 1 Introduction to Interior Designing Course Using Color Theory
Lecture 2 Your Project for the Course
Section 2: Interior Design Elements that You Must Know.
Lecture 3 Interior Design Elements Briefing for a Successful Start!
Lecture 4 Interior Design Element #1
Lecture 5 Interior Design Element #2
Lecture 6 Interior Design Element #3
Lecture 7 Interior Design Element #4
Lecture 8 Interior Design Element #5
Lecture 9 Examples of Interior Design Element #5
Section 3: The Role of Color Goes Beyond Your Imagination in Interior Designing
Lecture 10 The Role of Color in Interior Designing
Section 4: The Psychology of Color Which You Never Heard Of
Lecture 11 Understanding Color Psychology (Interior Designing and Interior Decoration)
Lecture 12 Examples on Color Psychology
Lecture 13 How Colors affect Emotions ? (Interior Design & Decoration Key concept)
Lecture 14 Color Psychology Key Pointers to keep in mind
Section 5: Exclusive Interior Design Resources to Course Members
Lecture 15 Exclusive Interior Designing Resources
Section 6: Your Feedback Matters!
Lecture 16 Your Feedback Matters!
Section 7: Creating Harmony With Color To Stand Out as a Professional Interior Designer
Lecture 17 Using Color Psychology within Interior Designing to Create Harmony
Lecture 18 Using the 60-30-10 rule within Interior Design
Lecture 19 Examples on Using the 60-30-10 Rule (Part-1)
Lecture 20 Examples on Using the 60-30-10 Rule (Part-2)
Lecture 21 Choosing Colors for Different Rooms within Interior Design projects
Section 8: Color Mood Boards That Make a Difference (Stand Out as an Interior Designer!)
Lecture 22 An Interior Design Professional Approach Through Mood Boards
Section 9: Color Theories and Interior Design Applications for Powerful Transformations
Lecture 23 Color Schemes - Powerful Concepts within Interior Design - Part#1
Lecture 24 Color Schemes - Powerful Concepts within Interior Design - Part#2
Lecture 25 Color Schemes - Powerful Concepts within Interior Design - Part#3
Lecture 26 Color Schemes - Powerful Concepts within Interior Design - Part#4
Section 10: Selecting the Perfect Paint Color Juts Like A Professional
Lecture 27 Selecting the Perfect Paint Colors for Interior Design & Decor
Lecture 28 Using Color to Highlight Key Interior Design Features
Lecture 29 Using Accessories to Amplify the Power of Color Integration
Section 11: Color Palettes Mastery - A Skill That Makes You Stand Out as a Designer
Lecture 30 Creating Color Palettes within Interior Design & Home Decoration
Lecture 31 Interior Design Examples of Color Palettes
Lecture 32 Creating Color Palettes Steps by Step
Lecture 33 Hands On Exercise for Creating a Color Palette for a Room !
Section 12: Wrapping Up!
Lecture 34 Wrapping Up!
Section 13: Bonus Lecture
Lecture 35 Bonus Lecture
Anyone new to interior design who wants to learn the foundational principles and techniques.,Individuals looking to redesign or refresh their living spaces with a professional touch.,Students or professionals starting their journey in the field of interior design and seeking to build essential skills.,Architects, event planners, or decorators aiming to enhance their design expertise with lighting, color theory, and layout principles.,Freelancers looking to sharpen their skills, gain confidence, and take on client projects.,Agents and stagers who want to understand interior design basics to better present properties.,Anyone with a passion for interior design and a desire to learn professional techniques.,Entrepreneurs who want to design their own offices, shops, or caf?s to align with their brand identity.
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Japanese for the Elementary level みんなの日本語 Ⅱ All lessons 26-50
What you'll learn
In this course students do learn all lessons of JLPT N4, including kanji & JLPT Q/A practice.
Students will learn the advance grammars and uses of those.
They will learn the kanjis of JLPT n4 levels.
They will learn the new vocabulary. Requirements
Complete JLPT N5 or basic Japanese language.
Complete all vocabulary, grammars and kanjis of JLPT N5 Description
The JLPT N4 (Japanese-Language Proficiency Test Level N4) is an elementary level exam designed to assess a learner's ability to understand basic Japanese used in everyday situations. This level builds on the foundation established in N5 and is suitable for those who can handle simple conversations and read basic texts. The N4 test evaluates four main skills: reading, listening, grammar, and vocabulary.Key Areas of the N4 Level:Vocabulary (語彙 - ごい)At N4, learners are expected to know around 1,500 vocabulary words. These words cover a wide range of everyday situations, including topics like daily life, work, food, weather, family, and more.Important categories of vocabulary include:Everyday objects (家電 - けでん, 生活用品 - せいかつようひん)Time expressions (時間 - じかん, 今日 - きょう, 明日 - あした)Common verbs, adjectives, and nouns used for communication.Kanji (漢字 - かんじ)At N4, learners should be familiar with around 300 kanji characters. The kanji at this level include some characters used in daily life, such as numbers, family members, time-related kanji, and basic verbs.Examples include:作る -つくる Make痛いーいたいーPain頭ーあたまーHead働くーはたらくーWorkGrammar (文法 - ぶんぽう) N4 grammar introduces several key grammatical points that help learners communicate more effectively in a variety of situations.Passive Form (受身形 - うけみけい) The passive form is used to express actions done to the subject, often implying that the subject was affected by the action.Example: 食べられる (taberareru) - "to be eaten"Example Sentence: 先生に本を読まれた。 (Sensei ni hon wo yomareta.) - "The teacher read the book."Formation: Verb in the た/だ form + られる (for ru-verbs) or される (for suru verbs).Respectful Form (尊敬語 - そんけいご) The respectful form is used to show respect or politeness towards the listener or third parties.Example: 行く → いらっしゃる (iku → irassharu) - "to go" (respectful)Example Sentence: 先生は今いらっしゃいますか？ (Sensei wa ima irasshaimasu ka?) - "Is the teacher here now?"This is used to show respect to people in higher positions or who you are addressing politely.Potential Form (可能形 - かのうけい) This form indicates the ability to do something. It is used to express what someone is capable of.Example: 食べる → 食べられる (taberu → taberareru) - "can eat"Example Sentence: 日本語が話せますか？ (Nihongo ga hanasemasu ka?) - "Can you speak Japanese?"Formation: The potential form is made by adding the suffix -られる to ru-verbs and -できる for suru-verbs.Volitional Form (意志形 - いしけい) The volitional form is used to express intentions or suggestions. It indicates the speaker's desire or plan to do something.Example: 食べる → 食べよう (taberu → tabeyou) - "Let's eat" or "I will eat"Example Sentence: 映画を見ようか？ (Eiga wo miyou ka?) - "Shall we watch a movie?"Conjunctions and Connectors At N4, learners also begin using more advanced conjunctions and connectors to combine thoughts and sentences.Examples include:それで (sore de) - "Therefore, because of that"けれども (keredomo) - "But, however"だから (dakara) - "So, that's why"Sentence Structure N4 grammar allows for more complex sentence constructions, including compound sentences with multiple clauses, embedded clauses, and using various tenses (past, present, future).Summary of Key Points for N4 Vocabulary, Kanji, Grammar:Vocabulary: 1,500 words covering daily life, work, travel, etc.Kanji: Around 300 kanji characters for everyday use.Grammar: Focuses on more complex sentence structures, passive form, respect form, ability form, and introducing the te-form and volitional form.These points are crucial for anyone progressing from beginner to intermediate Japanese and will be helpful in interacting with native speakers in various social contexts.Below mentioned some more example Grammars which will cover in this course.•Plain form ん です•V て いただけませんか•Interrogative V たら いいですか。•N (object) は ｛すきです/きらいです/じょうずです/へたです/あります ｝N•V Potential verbs & sentences•Particle は、も、 Double particle•V1 ます Form ながら V2•それに、それで•Volitional Form•V Volitional form と思っています。•～つもりですConditional formPassive form / 受身形 （うけみけい）V ます Form/いAdj （い）/な Adj （な）そうですCausative form / しえきV Causative て Form いただけませんか敬語 （Polite expression） そんけいご謙譲語 （Humble expression） and lots of ... Overview
Section 1: Introduction
Lecture 1 Lesson-26
Lecture 2 Lesson-27
Lecture 3 Lesson-28
Lecture 4 Lesson-29
Lecture 5 Lesson-30
Lecture 6 Lesson-31
Lecture 7 Lesson-32
Lecture 8 Lesson-33
Lecture 9 Lesson-34
Lecture 10 Lesson-35
Lecture 11 Lesson-36
Lecture 12 Lesson-37
Lecture 13 Lesson-38
Lecture 14 Lesson-39
Lecture 15 Lesson-40
Lecture 16 Lesson-41
Lecture 17 Lesson-42
Lecture 18 Lesson-43
Lecture 19 Lesson-44
Lecture 20 Lesson-45
Lecture 21 Lesson-46
Lecture 22 Lesson-47
Lecture 23 Lesson-48
Lecture 24 Lesson-49
Lecture 25 Lesson-50
Section 2: Kanji N4
Lecture 26 kanji N4 Lesson- 1
Lecture 27 Lesson-2
Lecture 28 Lesson-3
Lecture 29 Lesson-4
Lecture 30 Lesson-5
Lecture 31 Lesson-6
Lecture 32 Lesson-7
Lecture 33 Lecture - 8
Lecture 34 JLPT practice session
Lecture 35 JLPT practice
Lecture 36 JLPT practice
Students who interested for JLPT N4 classes.,For JLPT N4 learners. NAT Q4, elementary learners also can learn.
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Learn Java 21's data types for the 1Z0-830 exam. This course will teach you primitives, wrapper classes, evaluating arithmetic and boolean expressions, text manipulation, and date-time operations with the Date-Time API.
A solid understanding of Java SE 21's data types is critical for building robust, efficient, and scalable applications. In this course, Java SE 21 Developer Professional (Exam 1Z0-830): Data Types, you'll learn to work with Java's core data types. First, you'll explore primitives, wrapper classes, type conversions, and operations with different operators, including using the Math API. Next, you'll discover how to manipulate text using the String class, StringBuilder, and text blocks. Finally, you'll learn how to handle date-time operations, including timezone information, with the Date-Time API. When you're finished with this course, you'll have the skills and knowledge to confidently manage data types in Java SE 21, preparing you for both real-world development challenges and the 1Z0-830 certification exam,
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