More than 8 years of experience in Machine Learning, Data Science, Python SQL,data Vizualization, Data Analytics. Will help you with end to end Data analytics and Data Science pipeline covering.
SQL Basics
SQL Advanced (ranking functions, OLAP functions,Common Table expressions CTE,Self join etc.)
Power BI basics to advanced
Python basics
Python Advanced
Statistics for Data Science
Complete Machine Learning process for both Classification and Regression including
- EDA
- Feature Imputation
- Outlier Detection and Treatment
- Feature Selection Techniques
- Feature Reduction Techniques
- model tuning, Deployment and maintenance.
- Model monitoring
Advanced ML Algorithms like
XGBoost,
Cat Boost
NLP (Sentiment Analysis, Named Entity Recognition, Chat Bot etc.)
Deep Learning (CNN,ANN,LSTM, Image Recognition etc)
Along with 30 Industry grade projects to help you cover your complete data science journey/Data analytics journey
Subjects
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Deep Learning Beginner-Expert
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Natural Language Processing Beginner-Expert
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Machine learning Python Beginner-Expert
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Python 3 Beginner-Expert
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Data Science with Python Beginner-Expert
Experience
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Data Scientist (Dec, 2017
–Present) at Impetus Infotech India Pvt Ltd
Working on various projects involving Mathematical modelling for various business.
Education
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BE (Jul, 2011–May, 2015) from bachlors of engineering, masters in design Electronics and Telecommunication
Courses offered
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Python Basics to Advance
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US$400
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Duration: 1 Month
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Delivery mode: Online
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Group size: Individual
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Instruction language:
English,
Hindi
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Certificate provided:
No
Includes
Python Data types basic and Collection types
Control Statements
Loops
Function,Modules & Packages
Staring Handling
List, Dict, Tuple, Sets in Detail
Object oriented Programming in Python
Inheritance
Exception Handling
Files I/O
Multithreaded Programming in python
3 minor and 2 Major Projects
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Python For Data Analytics and Data Science
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US$500
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Duration: 45 Days
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Delivery mode: Online
-
Group size: Individual
-
Instruction language:
English,
Hindi
-
Certificate provided:
No
Python Introduction
Operators
Data Types
Control statement
Loops
Function Modules and Packages
String Handling
Python Regular Expression
List, Dictionary,Tuple and Sets
Numpy
Pandas Basics
Pandas Advanced
Data Visualization using Matplotlib and Seaborn
Basic Statistics
3 pandas and 2 statistics Project
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SQL for Data Analytics
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US$300
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Duration: 30 Days
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Delivery mode: Online
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Group size: Individual
-
Instruction language:
English,
Hindi
-
Certificate provided:
No
Introduction to SQL
✓ Sql Select statement
✓ Write basic SQL queries
✓ Group and aggregate data to produce summary statistics
✓ Join tables and apply filters and sub-queries
✓ Write functions to explore and manipulate data
✓ Communicate your insights to stakeholders
✓ Advanced SQL concepts like ranking function, running total calculations,CTE etc.
3 Projects
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Machine Learning for Data Scientist in Python
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US$1000
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Duration: 60 Days
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Delivery mode: Online
-
Group size: Individual
-
Instruction language:
English,
Hindi
-
Certificate provided:
No
This Course covers both
Introduction to Machine Learning
Statics for Machine Learning
Data Preprocessing
- EDA
- Outlier Detection and Treatment
- Feature Imputation
- Feature Reduction and Selection
- Feature Encoding
Algorithm Selection and model training
Model tuning
Model Deployment
Model performance monitoring
5 Projects