Hello Everyone,
Are you aspiring to become a Data Scientist in 2025?
In this video, I break down the ultimate Data Science roadmap for 2025, covering all the essential skills and tools you need to master to excel in this ever-evolving field. Whether you're a beginner or looking to advance your career, this guide has you covered!
Here's what you'll learn in this video:
Programming: Mastering Python and R for data manipulation and analysis.
Maths and Stats: Understanding the core statistical concepts and mathematical foundations critical for data science.
Git & GitHub: Version control and collaboration tools to manage your projects efficiently.
Data Manipulation: Techniques to clean, transform, and prepare data using libraries like Pandas and NumPy.
Data Analysis and Visualization: Creating insightful visualizations with tools like Matplotlib, Seaborn, and Tableau.
Big Data: Working with large datasets using Hadoop, Spark, and other big data technologies.
Machine Learning: Building predictive models with scikit-learn, TensorFlow, and PyTorch.
Deep Learning: Diving into neural networks and advanced topics like CNNs, RNNs, and LSTMs.
Generative AI: Exploring the future of AI with Generative Adversarial Networks (GANs) and other cutting-edge technologies.
Communication Skills: Effectively communicating your findings and insights to stakeholders.
Presentation Skills: Crafting compelling data-driven presentations.
Ethical Understanding: Navigating the ethical considerations in data science.
Domain Knowledge: Specializing in specific industries like healthcare, finance, or e-commerce.
Gain Experience: Practical tips on gaining real-world experience through projects, Kaggle competitions, and contributing to open-source projects.
Don't forget to LIKE, SHARE, and SUBSCRIBE for more insightful content on data science and AI! 🔔
Timestamp:
0:00 - Intro
0:30 - Programming
1:39 - Maths & Stats
2:35 - Git & GitHub
4:39 - Data Manipulation
5:53 - Data Analysis and Viz.
8:28 - Big Data
9:57 - Machine Learning
12:20 - Deep Learning
14:05 - Gen AI
16:09 - Soft Skills
18:16 - Work Experience
1-to-1 meeting:
https://www.youtube.com/channel/UCDW48YM19iwgdkChPFGz36g/join
OR
https://cal.com/programming-cradle/30
Telegram: https://t.me/programming_cradle_family
Discord: https://discord.gg/EFydz2hRbA
Data Science Notes:
It will be helpful for you, if you take printout of the notes and add points while watching the Applied AI Course videos.
Data Science Notes: https://bit.ly/datasciencenotes or http://ow.ly/Tm7R50EedBh
Thanks,
Roshan Pandey
You can also connect with me on:
LinkedIn : https://linkedin.com/in/roshan-pandey
GitHub: https://github.com/roshan-pandey
Instagram: https://www.instagram.com/_peoples_channel_/
Stock Video Credits: www.pexels.com
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