1- ## Learn data science step by step in 6 months
2- ----------------------------------------------
1+ ## Learn data analyst skills step by step in 3 months
2+ ------------------------------------------------------
33
44Following 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.
55
@@ -17,15 +17,24 @@ Following is a schedule to learn data science step by step considering **4 hours
1717 - Statistics by Marin : https://www.youtube.com/playlist?list=PLqzoL9-eJTNBZDG8jaNuhap1C9q6VHyVa
1818 - Statquest youtube channel: https://www.youtube.com/user/joshstarmer
1919
20- ### Week 3 and 4: Python
20+ ### Week 3, 4, 5, 6: BI tools
21+
22+ * Tableau
23+ - Abhishek Agarwal: https://www.youtube.com/playlist?list=PL6_D9USWkG1C4raCOTlTf_oq4XnNNNtm9
24+ - Bharti consultancy: https://www.youtube.com/playlist?list=PLyD1XCIRA3gQmN73dHwQWr4R08ABZFMtZ
25+
26+ * Power BI (project)
27+ - codebasics sales insights project: https://www.youtube.com/playlist?list=PLeo1K3hjS3uva8pk1FI3iK9kCOKQdz1I9
28+
29+ ### Week 7 and 8: Python
2130
2231* Python
2332 - Codebasics python tutorials (first 16) - https://www.youtube.com/playlist?list=PLeo1K3hjS3uv5U-Lmlnucd7gqF-3ehIh0
2433 - Make sure to work on exercises
2534* R
2635 - Marin's lectures: https://www.youtube.com/playlist?list=PLqzoL9-eJTNBlVXxWvJkq0dtVut2sICUW
2736
28- ### Week 5, 6, 7, 8 : Numpy, Pandas, Data Visualization Libraries
37+ ### Week 9, 10 : Numpy, Pandas, Data Visualization Libraries
2938
3039* NumPy and Pandas
3140 - Codebasics Numpy playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uset9zIVzJWqplaWBiacTEU
@@ -39,18 +48,7 @@ Following is a schedule to learn data science step by step considering **4 hours
3948 - Notebooks: https://www.kaggle.com/notebooks
4049 - Datasets: https://www.kaggle.com/datasets
4150
42- ### Week 9, 10, 11, 12: Machine Learning
43-
44- * Machine learning
45- - codebasics ml playlist (first 16): https://www.youtube.com/playlist?list=PLeo1K3hjS3uvCeTYTeyfe0-rN5r8zn9rw
46- - data science regression project: same playlist as above. Tutorial 18 to 25
47-
48- ### Week 13, 14, 15, 16: Deep Learning
49-
50- * Deep learning (artificial neural network, convolutional neural network, recurrent neural network)
51- - codebasics deep learning playlist: https://www.youtube.com/playlist?list=PLeo1K3hjS3uu7CxAacxVndI4bE_o3BDtO
52-
53- ### Week 17, 18, 19, 20: SQL & MongoDB
51+ ### Week 11, 12: SQL & MongoDB
5452
5553* SQL
5654 - kudavenkat playlist (first 16): https://www.youtube.com/playlist?list=PL08903FB7ACA1C2FB
@@ -59,14 +57,7 @@ Following is a schedule to learn data science step by step considering **4 hours
5957* MongoDB
6058 - https://www.coursera.org/learn/introduction-mongodb
6159
62- ### Week 21, 22, 23, 24: BI tools
6360
64- * Tableau
65- - Abhishek Agarwal: https://www.youtube.com/playlist?list=PL6_D9USWkG1C4raCOTlTf_oq4XnNNNtm9
66- - Bharti consultancy: https://www.youtube.com/playlist?list=PLyD1XCIRA3gQmN73dHwQWr4R08ABZFMtZ
67-
68- * Power BI (project)
69- - codebasics sales insights project: https://www.youtube.com/playlist?list=PLeo1K3hjS3uva8pk1FI3iK9kCOKQdz1I9
7061
7162## Soft skills
7263---------------
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