Skip to content
No results
  • Home
  • Design Principles
  • Data Science
    • Machine Learning
      • Data Preprocessing
      • Regression
      • Linear Regression
      • Logistic Regression
      • Decision Tree
      • Random Forest
    • Deep Learning
    • NLP
  • Image Processing
  • Python
    • Python Tips
      • A Tip A Day
    • Basic Python Tutorials
    • Quizzes
      • Python Quiz #8 – Conditionals & Boolean Values
      • Python Quiz #7 – Operators
      • Python Quiz #6 – String Manipulation Level II
      • Python Quiz #5 – String Manipulation Level I
      • Python Basic Quiz #4 – Strings
      • Python Basic Quiz #3: Basic Coding
      • Python Short Quiz #2 – Architecture
      • Python Basic Quiz #1 – About Python
  • Mathematics
    • Statistics
  • About
DevSkrol
  • Home
  • Design Principles
  • Data Science
    • Machine Learning
      • Data Preprocessing
      • Regression
      • Linear Regression
      • Logistic Regression
      • Decision Tree
      • Random Forest
    • Deep Learning
    • NLP
  • Image Processing
  • Python
    • Python Tips
      • A Tip A Day
    • Basic Python Tutorials
    • Quizzes
      • Python Quiz #8 – Conditionals & Boolean Values
      • Python Quiz #7 – Operators
      • Python Quiz #6 – String Manipulation Level II
      • Python Quiz #5 – String Manipulation Level I
      • Python Basic Quiz #4 – Strings
      • Python Basic Quiz #3: Basic Coding
      • Python Short Quiz #2 – Architecture
      • Python Basic Quiz #1 – About Python
  • Mathematics
    • Statistics
  • About
DevSkrol
  • A Tip A Day, Python Tips

A Tip A Day – Python Tip #5 – Pandas Concat & Append

In this article we are going to learn about Concat & Append and the comparision between these two functions. Lets take 2 dataframes of fruits. Output: orange apple grapes 0 3 0 7 1 2 3 14 2 0 7…

  • Asha Ponraj
  • October 20, 2020
  • 4 Comments
  • Inferential Statistics, Statistics

Inferential Statistics – An Introduction

Introduction to Inferential statistics, Confidence Interval & Confidence Level
  • Asha Ponraj
  • October 19, 2020
  • A Tip A Day, Python Tips

A tip A day – Python Tip #4 – Show Progress Bar using TQDM

Have you ever wished to see a progress bar in Jupyter Notebook when executing a complex function in for loop? Its possible in Python. There is a package tqdm which allows us to show progress bar.Also it is simple to…

  • Asha Ponraj
  • October 18, 2020
  • A Tip A Day, Python Tips

A tip A day – Python Tip #3 – Pandas Apply Function

Apply function takes a function as an argument and execute the function in all the elements of the dataframe. For example, if we want to create a new column which is the square root of another column’s values or apply…

  • Asha Ponraj
  • October 17, 2020
  • Neural Network

What are the Loss Functions for a Deep Learning model?

Loss
Loss Functions for a Deep Learning model
  • Asha Ponraj
  • September 12, 2020
  • Neural Network

Optimizers in Neural Network

Optimizers
Optimizers for Neural Network, Standard Optimizers, Adaptive Optimization Algorithms, Usage with keras optimizers
  • Asha Ponraj
  • September 5, 2020
  • A Tip A Day, Python Tips

A tip A day – Python Tip #2 – iloc & loc vs iloc

Today we are going to learn how to use iloc to get values from Pandas DataFrame and we are going to compare iloc with loc. To learn about loc, please check A tip A day – Python Tip #1 –…

  • Asha Ponraj
  • September 2, 2020
  • A Tip A Day, Python Tips

A tip A day – Python Tip #1 – loc

A Tip A Day? Yes! We know that this website mostly speaks about #MachineLearning, #DataScience, #Python & related topics. Now we are going to start a series of crisp and precise posts related to Python, Pandas, Numpy, Visualization and related…

  • Asha Ponraj
  • September 1, 2020
  • 3 Comments
  • Python Tips

Best way to Impute NAN within Groups — Mean & Mode

We know that we can replace the nan values with mean or median using fillna(). What if the NAN data is correlated to another categorical column? What if the expected NAN value is a categorical value? In this article we…

  • Asha Ponraj
  • August 9, 2020
  • 2 Comments
  • Machine Learning, Random Forest

How Random Forest works? – Why we need Random Forest?

How Random Forest works? How to overcome Overfitting? What is Ensemble Learning? Why we need Random Forest? What is Bagging/Bootstrap Aggregation?
  • Asha Ponraj
  • July 26, 2020
  • 2 Comments
Prev
1 … 4 5 6 7 8 9
Next
Copyright © 2025 - WordPress Theme by CreativeThemes