Merge pull request #1 from coderplex/DevCircle

duttakapil · web-flow · commit d7945c2004c0 · 2019-11-01T19:28:26.000+05:30
Merging Yash's changes and updates from me
diff --git a/curriculum.md b/curriculum.md
@@ -1 +1 @@
-# This is our recommended Data Science curriculum
+## This is the curriculum for learning Data Science
diff --git a/meetup-series.md b/meetup-series.md
@@ -0,0 +1,9 @@
+# This is the structure of the meetup series 
+|Meetup  | Title      | Description|
+|--------|------------|------------|
+|1| **Basics of linear Algebra and Python.** |We will be explaining the basics of python and algebra, that are sufficient for the coming 5 meetups, and give them assignments to work on.|
+|2| **Gradient Descent and related algorithms.** |Using the assignments that we have provided in Meetup 1, we have to explain gradient descent, and possibly the other such algorithms. The assignment for this meetup will be considering a loss function and randomly initiated the weights and plotting the loss using python.|
+|3| **Regression Techniques.** |We'll include Linear and Logistic Regression in this session.|
+|4| **Tree-based and Bagging Algorithms.** |Decision Tree, Random Forest, etc|
+|5| **Boosting Techniques.** |XGBoost, LightGBM, etc|
+|6| **Intro to Neural Nets.** |We'll start from linear and logistic regression and complicate it a little to explain Deep Neural Nets. If possible we can explain CNNs and RNNs as well.|

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`1`		`-# This is our recommended Data Science curriculum`
	`1`	`+## This is the curriculum for learning Data Science`