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Hands On Python Data Science - Data Science Bootcamp

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Sayman Creative Institute

5:40:10

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  • 1 -Introduction.mp4
    02:11
  • 2 -An Introduction to Python for Data Science.mp4
    15:51
  • 3 -Getting Started.mp4
    08:49
  • 4 -Creating your Jupyter Notebook.mp4
    22:12
  • 5 -Cell Types and its usage.mp4
    14:02
  • 6 -Learning about Variables- Part 1.mp4
    18:59
  • 7 -Strings, Integers, Floats and Booleans.mp4
    16:26
  • 8 -Lists and Tuples.mp4
    15:18
  • 9 -Learning about Sets.mp4
    11:08
  • 10 -A Dictionary.mp4
    10:20
  • 11 -The CRUD for Lists.mp4
    27:11
  • 12 -The CRUD for Dictionary.mp4
    19:24
  • 13 -If, Else and Elif Statement.mp4
    22:30
  • 14 -IN Statement.mp4
    13:23
  • 15 -Understanding about the For Loop.mp4
    20:19
  • 16 -About Continue, Break and Pass.mp4
    16:18
  • 17 -About the While Statement.mp4
    19:25
  • 18 -How to Loop Through Dictionaries.mp4
    14:59
  • 19 -The List Comprehensions.mp4
    07:55
  • 20 -Defining a Function.mp4
    08:03
  • 21 -Understanding Positional Arguments.mp4
    15:22
  • 22 -Having Multiple Positional Arguments.mp4
    07:45
  • 23 -Class Project 1.mp4
    05:23
  • 24 -Class Project 2.mp4
    06:57

    • Description

    Master Python for Data Science with Real-World Applications: Dive Deep into Data Analysis, Machine Learning

    What You'll Learn?

    • A strong foundation in Python programming concepts, including variables, data types, control flow, and functions.
    • Effective use of various data structures, such as lists, tuples, dictionaries, and sets.
    • Proficiency in the NumPy library for efficient numerical computations and array manipulation.
    • Skillful application of the Pandas library for data cleaning, filtering, grouping, and aggregation.
    • Exposure to fundamental machine learning concepts and algorithms using Scikit-learn.

    Who is this for?

  • Individuals with no prior programming experience but a desire to learn data science.

    • What You Need to Know?

  • No experience required

    • More details

    Description

    This comprehensive course is designed for both beginners and those looking to sharpen their data science skills. Through a step-by-step approach, you’ll learn to harness Python’s powerful libraries like Pandas, NumPy, Matplotlib, and Scikit-Learn, enabling you to analyze, visualize, and draw insights from data like a pro.

    What You'll Learn:

    • Python Fundamentals for Data Science: Master the essentials of Python programming and understand how to apply them in data science.

    • Data Analysis & Manipulation: Explore how to clean, filter, and manipulate large datasets using Pandas and NumPy.

    • Data Visualization: Create stunning visualizations using Matplotlib and Seaborn to communicate insights effectively.

    • Machine Learning Made Easy: Dive into key algorithms such as regression, classification, and clustering using Scikit-Learn, and apply them to real-world projects.

    • Real-World Projects: Work on hands-on projects, including data analysis and predictive modeling, that will give you a portfolio to showcase your skills.

    Why Enroll in This Course?

    • Hands-On Learning: Get practical experience with coding exercises, quizzes, and real-world projects.

    • Industry-Relevant Skills: Acquire the tools and techniques used by top data scientists in the industry.

    • Guided Support: Learn with easy-to-follow lessons, and get answers to your questions through interactive Q&A.

    • Lifetime Access: Revisit lessons anytime, anywhere, and continue your learning journey at your own pace.

    Whether you’re an aspiring data scientist, analyst, or someone looking to make data-driven decisions, this bootcamp is your gateway to a successful data science career. Enroll now and transform raw data into actionable insights!

    Who this course is for:

    • Individuals with no prior programming experience but a desire to learn data science.

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    Category

    Data Science

    Sayman Creative Institute
    Sayman Creative Institute
    Instructor's Courses
    Hello there! Welcome to Sayman Creative Institute and we are excited to be your mentor on this exciting journey into the realms of Graphics Design and Video Editing. With a decade-long adventure in these dynamic fields, I'm here to share insights, techniques, and creative processes that will empower you to bring your ideas to life.Unleash Your Creative Superpowers: Join us as we dive headfirst into the exhilarating world of graphics design. From understanding design fundamentals to conquering advanced techniques in Adobe Creative Suite, we'll traverse a spectrum of artistic expression. Let's unlock your ability to create stunning visuals that leave a lasting impact.Craft Visual Stories That Resonate: Lights, camera, creativity Together, we'll explore the art of video editing, where every frame holds a piece of the narrative puzzle. From slicing and dicing footage to seamlessly blending visual effects, We are here to guide you through Adobe Premiere Pro, After Effects, and other tools that professionals use.Why Learn With Me? Having worked with global brands and independent creators, our journey has equipped us with a treasure trove of practical insights. Our goal is to demystify complex concepts and equip you with actionable skills. Whether you're a curious beginner or a seasoned creator seeking to refine your abilities, our courses are tailored to all skill levels.What Awaits You: Prepare for an engaging learning experience Our courses blend theory with hands-on projects, ensuring that you not only grasp concepts but also apply them to real-world scenarios. Let's not just create designs and videos – let's create stories that resonate.Join the Creative Community: Learning is an adventure best shared. By enrolling in our courses, you're joining a community of like-minded learners. Engage in discussions, exchange ideas, and grow together as we navigate this exciting creative landscape.Stay Connected: The journey doesn't end when the course is over. We committed to your growth, so stay connected for updates, tips, and even more creative inspiration.Let's embark on this creative odyssey together. Enroll in one of our courses today, and let's start transforming your ideas into captivating visuals that leave a mark.
    Udemy
    Udemy
    View courses Udemy
    Students take courses primarily to improve job-related skills.Some courses generate credit toward technical certification. Udemy has made a special effort to attract corporate trainers seeking to create coursework for employees of their company.
    • language english
    • Training sessions 24
    • duration 5:40:10
    • Release Date 2025/02/25

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