Session 1 - Introduction to Data Science
Session 2 - Conditions & Loops
Session 3 - Python List, Tuple, Set & Dictionary
Session 4 - NumPy
Session 5 - Pandas
Session 6 - Matplotlib
Session 7 - Supervised Learning
Session 8 - Regular Expression
Session 9 - Data Preprocessing
Session 10 - Decision Tree
Additional Assessments
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Assessment - Introduction to Data Science
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Assessment - Conditions & Loops
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Assessment - Python List, Tuple, Set & Dictionary
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Assessment - NumPy
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Assessment - Pandas
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Assessment - Matplotlib
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Assessment - Supervised Learning
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Assessment - Regular Expression
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Assessment - Data Preprocessing
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Assessment - Decision Tree
Assignments
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Assignment - Data Preprocessing with example
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Assignment - Data Science Statistical Concepts
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Assignment - Matpotlib
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Assignment - Numpy
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Assignment - Pandas
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Assignment - Python Basics – Condition Loop Control Statement
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Assignment - Python Basics - List
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Assignment - Python Basics – Strings and Regular Expressions
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Assignment - Python Basics – Tuple, Set and Dictionary
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Assignment - Python Basics
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Assignment - Regression Models - Simple Liner Regression with Example
Lab Activity
Additional Assessments
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Assessment - Jupyter Notebook
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Assessment - Data Science Statistical Concepts
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Assessment - Data Types and Type Casting
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Assessment - Introduction to Data Science
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Assessment - KNN Regressor
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Assessment - Python Basics - List
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Assessment - Python Basics - Operators
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Assessment - Python Basics
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Assessment - Random Forest Regression
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Assessment - Regression Example (GDP Growth)
Additional Lab Activity
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Lab Activity - Boosting
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Lab Activity - Configure Jupyter Notebook
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Lab Activity - Connect to Kaggle and Github
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Lab Activity - Functions
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Lab Activity - K Fold
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Lab Activity - Linear Discriminant Analysis
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Lab Activity - Multiple Linear Regression Questions
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Lab Activity - One hot encoding large Data Set
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Lab Activity - Oops Lambda
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Lab Activity - Principal Component Analysis
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Lab Activity - Regularization
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Lab Activity - Seaborn
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Lab Activity - SL Classification 1
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Lab Activity - SL Classification 2
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Lab Activity - Time Series Fbprophet
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Lab Activity - Time Series
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Lab Activity - Unsupervided Learning
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Lab Activity - NumPy program to convert a list of numeric value into a one-dimensional NumPy array
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Lab Activity - NumPy program to create a 2d array with 1 on the border and 0 inside
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Lab Activity - NumPy program to test element-wise for NaN of a given array
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Lab Activity - Data Manipulation
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Lab Activity - Data Preprocessing
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Lab Activity - Data Transformation with Pandas - 1
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Lab Activity - Data Transformation with Pandas - 2
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Lab Activity - Install Anaconda
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Lab Activity - Module Python program to multiplies all the items in a list
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Lab Activity - NumPy program to add a border (filled with 0_s) around an existing array
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Lab Activity - NumPy program to append values to the end of an array
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Lab Activity - NumPy program to convert an array to a float type
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Lab Activity - NumPy program to create a 3x3 matrix with values ranging from 2 to 10
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Lab Activity - NumPy program to create a 8x8 matrix and fill it with a checkerboard pattern
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Lab Activity - NumPy program to create a null vector of size 10 and update sixth value to 11
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Lab Activity - NumPy program to create an array with the values 1, 7, 13, 105 and determine the size of the memory occupied by the array
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Lab Activity - NumPy program to create an element-wise comparison (greater, greater_equal, less and less_equal) of two given arrays
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Lab Activity - NumPy program to get help on the add function
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Lab Activity - NumPy program to reverse an array (first element becomes last)
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Lab Activity - NumPy program to test a given array element-wise for finiteness (not infinity or not a Number)
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Lab Activity - NumPy program to test element-wise for positive or negative infinity
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Lab Activity - NumPy program to test whether none of the elements of a given array is zero
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Lab Activity - Please write a program which accepts a string from console and print it in reverse order
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Lab Activity - Please write a program which accepts a string from console
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Lab Activity - Polynomial Regression
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Lab Activity - Program, which will find all the numbers between 1000 and 3000
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Lab Activity - Python Arithmetic Operators
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Lab Activity - Python Assignment Operators
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Lab Activity - Python Comparison Operators
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Lab Activity - Python function that takes two lists and returns True if they have at least one common member
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Lab Activity - Python Identity Operators
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Lab Activity - Python Logical Operators
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Lab Activity - Python Membership Operators
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Lab Activity - Python program that accepts an integer (n) and computes the value of n+nn+nnn
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Lab Activity - Python program that will accept the base and height of a triangle and compute the area
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Lab Activity - Python program to accept a filename from the user and print the extension
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Lab Activity - Python program to check whether a specified value is contained in a group of values
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Lab Activity - Python program to concatenate all elements in a list into a string and return it
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Lab Activity - Python program to count the number 4 in a given list
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Lab Activity - Python program to count the number of strings
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Lab Activity - Python program to display the first and last colors
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Lab Activity - Python program to find the list of words that are longer than n from a given list of words
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Lab Activity - Python program to get a list, sorted in increasing order by the last element in each tuple from a given list of non-empty tuples
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Lab Activity - Python program to get the largest number from a list
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Lab Activity - Python program to get the volume of a sphere with radius 6
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Lab Activity - Python program to multiplies all the items in a list (1)
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Lab Activity - Python program to print a specified tuple after removing the 0th, 4th and 5th elements
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Lab Activity - Python program to sum all the items in a list
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Lab Activity - Python program to sum of three given integers. However, if two values are equal sum will be zero
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Lab Activity - Python program to test whether a passed letter is a vowel or not
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Lab Activity - Python program which accepts a sequence of comma-separated numbers from user and generate a list and a tuple with those numbers
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Lab Activity - Python program which accepts the radius of a circle from the user and compute the area
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Lab Activity - Write a code which accepts a sequence of words as input and prints the words in a sequence after sorting them alphabetically
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Lab Activity - Write a NumPy program to create an array with values ranging from 12 to 38
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Lab Activity - Write a program that accepts a sentence and calculate the number of letters and digits
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