
15 LPA Job Roadmap with Projects and Free Resources Data Science, Data Analyst, Data Engineer Roadmap with Free Resources and Projects Here is the topics covered Learn Python & SQL – Essential for data handling Master DSA – Strong problem-solving skills Mathematics for Data Science – Linear Algebra, Probability, Statistics Data Wrangling & Processing – Pandas, NumPy, SQL Data Visualization – Matplotlib, Seaborn, Power BI, Tableau Machine Learning – Supervised, Unsupervised, Scikit-Learn, TensorFlow Big Data & Cloud – Hadoop, Spark, AWS, GCP Deep Learning – Neural Networks, CNN, LLMs MLOps & Deployment – Docker, MLFlow, FastAPI Projects & Open Source – Kaggle, GitHub, Real-world applications Complete roadmap on my github KushalVijay/DataScience-Roadmap-2025 {data analyst roadmap, data science roadmap, job roadmap, tips, tools, guide, career, careerguide, trending, viral, data science projects, microsoft} #jobs #careerguidance #trending #viral #coding #career
This post was published on 28th June, 2025 by Kushal on his Instagram handle "@kushal_vijay_ (Kushal Vijay)". Kushal has total 296.2K followers on Instagram and has a total of 357 post.This post has received 1.4K Likes which are lower than the average likes that Kushal gets. Kushal receives an average engagement rate of 1.32% per post on Instagram. This post has received 683 comments which are lower than the average comments that Kushal gets. Overall the engagement rate for this post was lower than the average for the profile. #career #viral #careerguidance #trending #jobs #coding has been used frequently in this Post.