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In this repository, I will share exercises and resources that have enriched my learning journey towards my dream job. I'll include coding scripts and exercises I've worked on and learned from, both in geospatial data science and other related fields.

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s2akbarp/GeospatialMining_Machine-Learning-Interview

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🌟 My Learning Journey to Data Scientist Position in Geospatial Modeling in Mining Industry🌟

Welcome to my repository! This is where I document and share my experiences and learning journey as I am working towards achieving my dream job in computer vision and machine learning, focusing on geospatial modeling and remote sensing. Here, you'll find a collection of data, notebooks, and code that reflect my progress and knowledge acquisition in this exciting field.

📚 What You'll Find in This Repository

  1. Data Science Coding 📊

    • Explore a variety of data science projects and exercises that cover essential concepts and techniques.
  2. Machine Learning Coding 🤖

    • Dive into machine learning projects, from simple models to complex algorithms, showcasing my understanding and application of ML.
  3. Statistical Coding 📈

    • Discover statistical methods and analyses that form the backbone of data science and machine learning.
  4. Geospatial Coding 🗺️

    • Immerse yourself in projects involving geospatial data, leveraging tools and techniques to analyze and visualize spatial information.
  5. ML in Geospatial Modeling 🌐

    • See how machine learning is applied to geospatial data, with projects focusing on remote sensing, spatial analysis, and predictive modeling.
  6. Challenging and Interesting Ideas in Geoscience and Geospatial Coding 🧠

    • Explore innovative and thought-provoking projects that push the boundaries of geoscience and geospatial data analysis.

🌟 Highlights of My Learning Journey (Not completed yet)

  • Interactive Notebooks 📓: Each project includes detailed Jupyter notebooks with explanations, code, and visualizations to guide you through the learning process.
  • Comprehensive Data Sets 📊: Access a variety of data sets used in the projects, providing real-world examples and challenges.
  • Step-by-Step Tutorials 📝: Follow along with step-by-step tutorials that explain the concepts and techniques used in each project.
  • Cutting-Edge Techniques 🚀: Learn about the latest methods and tools in computer vision, machine learning, and geospatial analysis.
  • Personal Insights 💡: Read about my personal experiences, challenges, and successes as I navigate through this learning journey.

🚀 Let's Connect!

I'm always eager to connect with fellow learners, enthusiasts, and professionals. Feel free to reach out if you have any questions, suggestions, or just want to chat about data science, machine learning, and geospatial analysis.

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In this repository, I will share exercises and resources that have enriched my learning journey towards my dream job. I'll include coding scripts and exercises I've worked on and learned from, both in geospatial data science and other related fields.

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