𝗙𝗿𝗲𝗲 Learning Path for Data Science 𝟮𝟬𝟮4 🎯
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| Data Science 𝟮𝟬𝟮4 |
In 2024, embarking on a free learning path for Data Science is an enriching journey. Begin with understanding the fundamental concepts of Data Science and its significance across diverse industries. Equipping yourself with basic mathematical skills, particularly in algebra, calculus, and statistics, lays a strong foundation. Dive into Python programming, a staple in the Data Science realm, while mastering essential libraries like NumPy, Pandas, and Matplotlib for data manipulation and visualization. As you progress, delve deeper into statistical analysis, exploring inferential statistics and probability distributions. Next, grasp the essentials of Machine Learning, encompassing both supervised and unsupervised learning algorithms, alongside cross-validation techniques. Advancing further, familiarize yourself with advanced Machine Learning algorithms, including ensemble methods and deep learning, while also delving into big data technologies such as Apache Spark. Specialize in domains of interest, tailoring your skills to fields like finance, healthcare, or marketing. Additionally, hone your expertise in data engineering, visualization, and ethics, recognizing the importance of responsible data handling. Engage in hands-on projects to apply your knowledge effectively, participate in communities like Kaggle for collaborative learning, and continuously update your skills through networking and mentorship opportunities. This holistic approach ensures a comprehensive understanding of Data Science, empowering you to thrive in this dynamic field.
1- Excel
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2-Power BI
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3-SQL
🌀https://lnkd.in/d-tTPcfU
4-R
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5-Python
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6- Probability & Statistics
🌀 https://lnkd.in/dbBwSkfM
7- Linear Algebra
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8-Linear Programming
🌀 https://lnkd.in/d5A2SY9r
9-ML & AI
🌀 https://lnkd.in/dpK543Yj
Happy Learning !!!
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