Data Science with Python

Python

  • Introduction to Python
  • Basic Concepts
  • Conditional Statements
  • Control Statements
  • List, Tuples, Dictionary, Set
  • String Functions
  • Mathematical Functions
  • Lambda Functions
  • File Concepts
  • Class and Objects
  • User defined Functions
  • Constructor
  • Inheritance
  • Package
  • Exception handling
  • Static functions
  • Multi threading
  • Collections
  • Regex 
  • Tkinter Entry
  • Tkinter Checkbox
  • Tkinter Dropdown list
  • Tkinter Radio Button
  • Tkinter Label
  • Tkinter Button
  • Tkinter Menu
  • Tkinter Frame
  • Tkinter MessageBox
  • Tkinter Scroll bar
  • MySql and Sqlite 3 Connection

Data Science

  • Introduction to Data Science
  • Visualizing Data
  • Linear Algebra
  • Statistics
  • Probability
  • Hypothesis and Inference
  • Gradient Descent
  • Getting Data
  • Working with Data
  • Machine Learning
  • K-Nearest Neighbors
  • Naive Bayes
  • Simple Linear Regression
  • Multiple Regression
  • Logistic Regression
  • Decision Trees
  • Neural Networks
  • Clustering
  • Natural Language Processing
  • Network Analysis
  • Recommender Systems
  • Database with SQL
  • MapReduce
  • Go Forth and Do Data Science

Features

  • Fully Practical Classes
  • One to One Teaching
  • Flexible Timing
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