Python from Basics till Advance for Data Science

From Stress to Flourishing: A Science-Backed CourseAre you tired of feeling like your mind never stops?Stress builds. Anxiety creeps in. You know something needs to change — but where do you even start?This course gives you a complete, science-backed system to move from surviving to truly flourishing. Built on the foundations of Positive Psychology, Mindfulness Meditation, and Cognitive Behavioral Therapy (CBT), every lesson is designed to give you a real, usable skill — not just another concept to think about.What Makes This Course Different?Most courses give you information. This one gives you a Practitioner's Toolkit — a set of interactive tools you use as you learn. From your first guided breathing meditation to your final Personal Flourishing Plan, you are always doing, not just watching.Here Is Exactly What You Will Build01 — Mindfulness Breathing Start with mindfulness meditation — learning Jon Kabat-Zinn's evidence-based approach and using your breath as an anchor for instant calm. You will practice guided meditation for stress and anxiety, box breathing for focus, and the 4-7-8 technique for deep relaxation and sleep.02 — Psychological Resilience Construct your inner fortress of psychological resilience. Use gratitude journaling to rewire your brain for greater happiness, apply Martin Seligman's learned optimism model to reframe negative thinking, and master cognitive restructuring using the ABCDE method from CBT. You will also build a proactive stress management plan through Stress Inoculation Training.03 — Your Character Strengths Discover your superpowers — your unique VIA character strengths. Based on research across 55 cultures by Peterson and Seligman, you will identify your personal psychological signature and learn how to activate it daily for greater confidence, engagement, and personal growth.04 — Positive Co

Transform your career with 'Delegating and managing tasks effectively' a course designed for tech professionals embarking on or aspiring to leadership roles. Whether you're newly appointed or looking to enhance your leadership skills, this course provides invaluable insights for balancing technical and leadership responsibilities effectively.This course is specifically tailored to address the unique challenges faced by tech professionals in leadership roles, providing practical tools and strategies for effective team management and leadership growth.This course is ideal for tech professionals who are new to leadership roles or are preparing to take on such roles. It's also beneficial for those who have been in leadership positions but want to enhance their skills in managing teams and balancing technical and leadership responsibilities.What you’ll learnTransitioning to Leadership: Understand the essential shifts in your role as you move from individual contributor to team leader.Understanding Success as a Leader: The definition of success changes as one moves from an individual contributor to a leadership role. Leadership success is about one’s ability to inspire, guide, and support the team.Accountability vs Responsibility: Learn the difference between accountability and responsibility and how the shift happens as you move into a leadership position.Effective Delegation: Master the art of delegating tasks to empower your team, while maintaining a sense of ownership over the outcomes.Balancing Leadership and Technical Expertise: Learn to strike a balance between maintaining your technical expertise and growing as a leader.

This course is a guide to learn FastAPI. The FastAPI documentation is one of the best documentation. This course is for students who love videos as a medium to learn. We will be learning FastAPI with best practices. The Test-Driven Development goat ? will guide our development process. TDD is the way to think of the code before we actually write a piece of code. In this course we will be learning the following core concepts:Creating APIs : We will implement the below endpoints:Create RetrieveUpdateDeleteList BlogsUser Authentication with basic securityPassword will be hashed to provide additional securityWe will use JSON Web Tokens to authenticateTokens won't be stored in LocalStorage or CookiesToken will be stored in HttpOnly cookieVersion Control SystemWe will use GIT as our Version ControlGithub will be used to host our codeCreating web appsWe will use Jinja Templating LanguageWe will be working with several formsUnit TestingTests will be written in PytestAfter each testing cycle, the Test database will be cleanedTest Coverage How not to write unit tests?Permissions: A user who has not created the blog, won't be able to delete it.We will work with Postgres and monitor it using PgAdmin.Fastapi provides us with built-in OpenAPI docs, we will use the documentation to the fullest. The docs help backend and frontend developers collaborate easily with each other.

“This course contains the use of artificial intelligence.”Are you tired of spending hours on repetitive, mind-numbing tasks? Do you dream of a world where your computer handles the busy work for you? Welcome to Python Automation Mastery: Automate Boring Tasks Like a Pro—the ultimate course for anyone who wants to take control of their time and boost their productivity. This isn't just another programming course; it's a practical, hands-on guide to using Python to eliminate the drudgery from your work and life.What You Will Learn:In this course, we'll go beyond the basics to turn you into a Python automation expert. You'll master the skills to build powerful scripts that can:Organize your digital life: Automatically sort, rename, and manage thousands of files and folders on your computer.Conquer spreadsheets: Read, write, and manipulate Excel and Google Sheets files, creating automated reports and saving countless hours of manual data entry.Automate your inbox: Send personalized emails, manage mailing lists, and process attachments with a single click.Web scraping and data gathering: Build bots to automatically pull data from websites, saving you from tedious copy-pasting.Control your computer: Create custom scripts to control your mouse and keyboard, automating any task on your desktop.Handle PDFs and documents: Split, merge, and extract text from PDF and Word documents, making document management a breeze.And so much more! We'll tackle everything from scheduling tasks to sending text messages and notifications.Why This Course Is Different:100% Practical and Project-Based: You won't just learn theory. We'll work on real-world projects that yo

This course is intended for students who already know how to create web applications using JavaServer Faces, and its targeted to students who want to learn how to apply security to their applications, learn how to deploy in real life scenarios and learn how to create you very own custom UIComponents. The course will contain about 4 hours of videos where we will learn more advanced concepts for JSF Web development. The course is structured in sections by topic, i.e. security,deployments and custom components.

Data Science and Analytics is a highly rewarding career that allows you to solve some of the world’s most interesting problems. The field of data science has exploded in the past two decades and shows no signs of stopping any time soon. Many big or small businesses and companies wish to make use of the insights gained through the big data.Due to its open-source nature and its extreme versatility, R has become the primary tool for statistical analysis and data science. With the industry facing a shortage of data scientists all over the world, both novice and professional R programmers can enter. R community represents the cutting-edge in the field of data science.This course is made to give you all the required knowledge at the beginning of your journey, so that you don’t have to go back and look at the topics again at any other place. This course is the ultimate destination with all the knowledge, tips and trick you would require to start your career.This course provides Full-fledged knowledge of R, we cover it all.Our exotic journey will include the concepts of:What’s and Why’s of R programming Language – Understanding the need for Statistics, difference between Population and Samples, various Sampling Techniques.Core knowledge for DataTypes.String Manipulation and handling using Stringr PackageData Structures (Vectors, Matrices, Arrays, List)Loops and Conditions and Functions for programming skills in R.Dataframes explained in detail and perspective for Data Analysis Process and Concepts.Most importantly Data Transformations have been covered to make you comfortable with how data should be handled and transformed for analysis.Date