Social Learning Plan for to finish Analyzing Data with Python Course

 Online Class

$ 7

CLASS SUMMARY
Braingroom's Social Learning plan helps you to finish your Course which you are not able to complete for a long time. As an add on - Siocial leraning plan Helps you to get expert in basics with regular practice of Weekly Quiz, Monthly assignments, Gamification, Deatiled Weekly study plan (Easy Learn Plan).
- Learn to use Pandas DataFrames, Numpy multi-dimentional arrays, and SciPy libraries to work with a various datasets
- Machine learning algorithms to build smart models and make cool predictions.
- Inporting Datasets, summarize data, and build data pipelines
- Load, manipulate, analyze, and visualize datasets with pandas, an open-source library
- Build machine-learning models and make predictions with scikit-learn, another open-source librar
- Use Pandas DataFrames, Numpy multidimensional arrays, and SciPy libraries to work with various datasets
ABOUT CLASS
This Social learning methodology helps you to complete the course in time with additional benefits of Weekly Quiz, Monthly learning Marathon, additional mini practice modules and very importantly build and add value to your profile in your career.
In this course we will cover
Module 1 - Importing Datasets
Learning Objectives
Understanding the Domain
Understanding the Dataset
Python package for data science
Importing and Exporting Data in Python
Basic Insights from Datasets
Module 2 - Cleaning and Preparing the Data
Identify and Handle Missing Values
Data Formatting
Data Normalization Sets
Binning
Indicator variables
Module 3 - Summarizing the Data Frame
Descriptive Statistics
Basic of Grouping
ANOVA
Correlation
More on Correlation
Module 4 - Model Development
Simple and Multiple Linear Regression
Model EvaluationUsingVisualization
Polynomial Regression and Pipelines
R-squared and MSE for In-Sample Evaluation
Prediction and Decision Making
Module 5 - Model Evaluation
Model Evaluation
Over-fitting, Under-fitting and Model Selection
Ridge Regression
Grid Search
Model Refinement
ABOUT ACADEMY
Braingroom is one of the top Edtech companies in India and is part of Facebook and Oracle mentorship programs. Braingroom is featured in Top 10 EdTech Startups , 2019 – Silicon Valley Start-up City. Braingroom partners with various expert training providers across the globe and provides customized online learning solutions for both B2C and B2B markets with a multilingual flavor and technical products with great user experience. One of the very few companies in India to use AI Chat Bots and Gamification for learning to create a completely personalised learning experience. It also offers Hands-on learning approach with focus on application oriented learning, live projects and internship opportunities.
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