educative.io

Grokking Data Science (Samia Khalid)


The Fundamentals of Statistics - Statistical Features - Basics Have questions about Statistical Features - Basics? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4910364175106048). The Fundamentals of Statistics - Probability Distributions - An Introduction Have questions about Probability Distributions - An Introduction? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5096901554733056). The Fundamentals of Statistics - Types of Distributions - Normal Have questions about Types of Distributions - Normal? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5313157364973568). Machine Learning 101 - Understanding Machine Learning Have questions about Understanding Machine Learning? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4830799603957760). Appendix - Installing Jupyter Notebook In this lesson, you'll learn how to install Jupyter Notebook using Anaconda. View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5286083812130816). Machine Learning 101 - Introduction Have questions about Introduction? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5468676809555968). Machine Learning 101 - Key Points to Remember Have questions about Key Points to Remember? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4542296454332416). End-to-End Machine Learning Project - Kaggle Challenge - Machine Learning Models Have questions about Kaggle Challenge - Machine Learning Models? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5060702475649024). End-to-End Machine Learning Project - Assignment Have questions about Assignment? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5727019037884416). Python Fundamentals for Data Science - Data Visualization Cheat Sheet Have questions about Data Visualization Cheat Sheet? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6281969765711872). The Fundamentals of Statistics - Introduction Have questions about Introduction? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6438910458593280). The Fundamentals of Statistics - Types of Distributions - Uniform, Bernoulli, and Binomial Have questions about Types of Distributions - Uniform, Bernoulli, and Binomial? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5678471848132608). Python Fundamentals for Data Science - Quiz: Data Visualization Have questions about Quiz: Data Visualization? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5238852392321024). Machine Learning 101 - Types of Machine Learning Algorithms Have questions about Types of Machine Learning Algorithms? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5616437018230784). Machine Learning 101 - Quiz: Machine Learning Algorithms Have questions about Quiz: Machine Learning Algorithms? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5424436117241856). Machine Learning 101 - Quiz: Evaluating a Model Have questions about Quiz: Evaluating a Model? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4975970530361344). Machine Learning 101 - Machine Learning Project Checklist Have questions about Machine Learning Project Checklist? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4697560058953728). Python Fundamentals for Data Science - NumPy Basics - Reshaping and Concatenation Have questions about NumPy Basics - Reshaping and Concatenation? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6579521429962752). Python Fundamentals for Data Science - NumPy Arithmetic and Statistics - Comparison and Boolean Masks Have questions about NumPy Arithmetic and Statistics - Comparison and Boolean Masks? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6418215209009152). Python Fundamentals for Data Science - Learning Pandas - An Introduction Have questions about Learning Pandas - An Introduction? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5320280975081472). Python Fundamentals for Data Science - Pandas DataFrame Operations - Grouping and Sorting Have questions about Pandas DataFrame Operations - Grouping and Sorting? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5380091259387904). Python Fundamentals for Data Science - Data Visualization - An Introduction Have questions about Data Visualization - An Introduction? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6478921098854400). Python Fundamentals for Data Science - Data Visualization - Matplotlib Tips Have questions about Data Visualization - Matplotlib Tips? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5641617388077056). Python Fundamentals for Data Science - Data Visualization Techniques - Bar and Box Plot Have questions about Data Visualization Techniques - Bar and Box Plot? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5197662578016256). The Fundamentals of Statistics - Statistical Features - Working With Box Plots Have questions about Statistical Features - Working With Box Plots? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5189363124142080). The Fundamentals of Statistics - Basics of Probability Have questions about Basics of Probability? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4956082512330752). The Fundamentals of Statistics - Bayesian Statistics Have questions about Bayesian Statistics? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5613583637413888). Machine Learning 101 - Machine Learning Algorithms I Have questions about Machine Learning Algorithms I? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5387726071267328). Machine Learning 101 - Machine Learning Algorithms II Have questions about Machine Learning Algorithms II? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6387789673267200). Machine Learning 101 - Evaluating a Model Have questions about Evaluating a Model? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6387007657869312). End-to-End Machine Learning Project - Introduction Have questions about Introduction? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5576731811381248). End-to-End Machine Learning Project - Kaggle Challenge - Data Preprocessing Have questions about Kaggle Challenge - Data Preprocessing? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5263608478957568). End-to-End Machine Learning Project - Kaggle Challenge - Data Transformation Have questions about Kaggle Challenge - Data Transformation? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5292909500825600). End-to-End Machine Learning Project - Kaggle Challenge - Fine Tune Parameters Have questions about Kaggle Challenge - Fine Tune Parameters? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4711955593953280). End-to-End Machine Learning Project - Further Study Material Have questions about Further Study Material? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6464938006544384). The Real Talk - How to Get That High-Paying Job Have questions about How to Get That High-Paying Job? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6311119813607424). The Real Talk - Final Thoughts Have questions about Final Thoughts? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5532115166822400). The Fundamentals of Statistics - Statistical Significance Have questions about Statistical Significance? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5697288586395648). The Fundamentals of Statistics - Types of Distributions - Poisson and Exponential Have questions about Types of Distributions - Poisson and Exponential? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5931896821252096). The Fundamentals of Statistics - Probability Distributions Recap Have questions about Probability Distributions Recap? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6446352894525440). The Fundamentals of Statistics - Quiz: Statistics Have questions about Quiz: Statistics? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4668563556139008). End-to-End Machine Learning Project - Kaggle Challenge - Exploratory Data Analysis Have questions about Kaggle Challenge - Exploratory Data Analysis? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5834129520197632). Python Fundamentals for Data Science - Creating the Workspace - Jupyter Notebooks Have questions about Creating the Workspace - Jupyter Notebooks? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5465992438218752). Python Fundamentals for Data Science - Pandas DataFrame Operations - Read, View and Extract Information Have questions about Pandas DataFrame Operations - Read, View and Extract Information? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5257589149401088). Python Fundamentals for Data Science - Exercises: NumPy Have questions about Exercises: NumPy? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6475061483536384). Python Fundamentals for Data Science - NumPy Basics - Creating NumPy Arrays and Array Attributes Have questions about NumPy Basics - Creating NumPy Arrays and Array Attributes? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5511399100907520). Python Fundamentals for Data Science - Python Libraries Have questions about Python Libraries? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4593849265553408). Python Fundamentals for Data Science - Learning NumPy - An Introduction Have questions about Learning NumPy - An Introduction? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6006813310844928). Python Fundamentals for Data Science - NumPy Basics - Array Indexing and Slicing Have questions about NumPy Basics - Array Indexing and Slicing? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5943275343052800). Python Fundamentals for Data Science - NumPy Arithmetic and Statistics - Computations and Aggregations Have questions about NumPy Arithmetic and Statistics - Computations and Aggregations? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6125794743025664). Python Fundamentals for Data Science - Pandas Core Components - The Series Object Have questions about Pandas Core Components - The Series Object? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5144392601960448). Python Fundamentals for Data Science - Pandas Core Components - The DataFrame Object Have questions about Pandas Core Components - The DataFrame Object? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6006870588260352). Python Fundamentals for Data Science - Pandas DataFrame Operations - Selection, Slicing, and Filtering Have questions about Pandas DataFrame Operations - Selection, Slicing, and Filtering? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4606799363702784). Python Fundamentals for Data Science - Pandas DataFrame Operations - Dealing With Missing and Duplicates Have questions about Pandas DataFrame Operations - Dealing With Missing and Duplicates? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4688546650652672). Python Fundamentals for Data Science - Pandas DataFrame Operations - Pivot Tables and Functions Have questions about Pandas DataFrame Operations - Pivot Tables and Functions? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4769629358522368). Python Fundamentals for Data Science - Pandas: Further Readings and Cheat Sheet Have questions about Pandas: Further Readings and Cheat Sheet? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/4654869174550528). Python Fundamentals for Data Science - Data Visualization Techniques - Scatter, Line, and Histogram Have questions about Data Visualization Techniques - Scatter, Line, and Histogram? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5135372948340736). End-to-End Machine Learning Project - Kaggle Challenge - Present, Launch and Maintain the System Have questions about Kaggle Challenge - Present, Launch and Maintain the System? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6691786401513472). The Real Talk - Imposter Syndrome Have questions about Imposter Syndrome? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/6531494182912000). Python Fundamentals for Data Science - Exercises: Pandas Have questions about Exercises: Pandas? Go for it! View the lesson [here](https://www.educative.io/collection/page/4747639511842816/6260527028240384/5372881875763200).
About the Grokking Data Science (Samia Khalid) category [Grokking Data Science (Samia Khalid)] (4)
Lessons Categorization [Python Fundamentals for Data Science - NumPy Arithmetic and Statistics - Comparison and Boolean Masks] (1)