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TechTopics/DataAnalystRoadMap2020/data_analyst_learning_path_2020.md

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## Learn data science step by step in 6 months
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## Learn data analyst skills step by step in 3 months
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Following is a schedule to learn data science step by step considering **4 hours** of dedicated, focused study every single day. This program is perfect for beginners with no knowledge of data science and programming.
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- Statistics by Marin : https://www.youtube.com/playlist?list=PLqzoL9-eJTNBZDG8jaNuhap1C9q6VHyVa
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- Statquest youtube channel: https://www.youtube.com/user/joshstarmer
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### Week 3 and 4: Python
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### Week 3, 4, 5, 6: BI tools
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* Tableau
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- Abhishek Agarwal: https://www.youtube.com/playlist?list=PL6_D9USWkG1C4raCOTlTf_oq4XnNNNtm9
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- Bharti consultancy: https://www.youtube.com/playlist?list=PLyD1XCIRA3gQmN73dHwQWr4R08ABZFMtZ
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* Power BI (project)
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- codebasics sales insights project: https://www.youtube.com/playlist?list=PLeo1K3hjS3uva8pk1FI3iK9kCOKQdz1I9
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### Week 7 and 8: Python
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* Python
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- Codebasics python tutorials (first 16) - https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0
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- Make sure to work on exercises
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* R
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- Marin's lectures: https://www.youtube.com/playlist?list=PLqzoL9-eJTNBlVXxWvJkq0dtVut2sICUW
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### Week 5, 6, 7, 8: Numpy, Pandas, Data Visualization Libraries
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### Week 9, 10: Numpy, Pandas, Data Visualization Libraries
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* NumPy and Pandas
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- Codebasics Numpy playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uset9zIVzJWqplaWBiacTEU
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- Notebooks: https://www.kaggle.com/notebooks
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- Datasets: https://www.kaggle.com/datasets
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### Week 9, 10, 11, 12: Machine Learning
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* Machine learning
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- codebasics ml playlist (first 16): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw
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- data science regression project: same playlist as above. Tutorial 18 to 25
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### Week 13, 14, 15, 16: Deep Learning
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* Deep learning (artificial neural network, convolutional neural network, recurrent neural network)
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- codebasics deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
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### Week 17, 18, 19, 20: SQL & MongoDB
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### Week 11, 12: SQL & MongoDB
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* SQL
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- kudavenkat playlist (first 16): https://www.youtube.com/playlist?list=PL08903FB7ACA1C2FB
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* MongoDB
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- https://www.coursera.org/learn/introduction-mongodb
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### Week 21, 22, 23, 24: BI tools
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* Tableau
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- Abhishek Agarwal: https://www.youtube.com/playlist?list=PL6_D9USWkG1C4raCOTlTf_oq4XnNNNtm9
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- Bharti consultancy: https://www.youtube.com/playlist?list=PLyD1XCIRA3gQmN73dHwQWr4R08ABZFMtZ
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* Power BI (project)
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- codebasics sales insights project: https://www.youtube.com/playlist?list=PLeo1K3hjS3uva8pk1FI3iK9kCOKQdz1I9
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## Soft skills
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