Data Science With Python Certification 20 hours
Course is designed specifically for students and working professionals to:
- Give a jump start to your career in analytics.
- Provide you with necessary skills required to move from novice level to pro level on Python.
- Provide hands-on exposure to Anaconda Distribution.
- Make you industry ready.
Next Batch starts: Dec 19, 2021
Limited no. of seats available
Duration: 1 Month
20 Hours / week-end sessions
Mode: Instructor Led Online
Class Format
DATA SCIENCE WITH PYTHON SYLLABUS
PYTHON PROGRAMMING
Introduction to Python and Anaconda
Spyder and Jupyter Notebook
Understanding Python Data Structures
- List, Tuple, Dictionary, Sets
Numpy and Pandas Packages in Python
- 1D, 2D, 3D Array
- Series and Dataframe
Data Management in Python
- Importing a Datafile
- Selecting Rows / Observations
- Selecting Columns / Fields
- Merging Data
- Relabeling the Column Names
COURSE DURATION
05 Hours
SUPERVISED MACHINE LEARNING - LINEAR REGRESSION
Introduction to Linear Regression
Simple Linear Regression
Multiple Linear Regression
Line of Best Fit
Residual Error, SSE
R-Squared & Adj, R-Squared
Correlation & Multi-Collinearity
Variance Inflation Factor
Homoscedasticity & Heteroscedasticity
PROJECT
Build a Linear Regression Model to Estimate Monthly Household Expense
COURSE DURATION
05 Hours
SUPERVISED MACHINE LEARNING - LOGISTIC REGRESSION
- Introduction to Logistic Regression
- Log Odds Concept and Logistic Function
- Development, Validation and Hold-out
- Hypothesis Testing
- Outlier Treatment & Missing Value Imputation
- Information Value
- Pattern Detection and Visualization
- Variable Transformation
- Weight of Evidence
- Multi-Collinearity & Variance Inflation Factor (VIF)
- Model Development & Validation
- Model Performance Measurement
- KS, Rank Order, Lift Chart, AUC-ROC, Gini, Concordance, Hosmer-Lemeshow Goodness of Fit Test
PROJECT
Personal Loans Cross-Sell Model using Logistic Regression Technique
COURSE DURATION
10 Hours
Talk to us
+91 89396 94874
Rajesh Jakhotia
Instructor
Rajesh is an Analytics Professional with 20+ years of experience. He started his analytics career with Fractal Analytics in year 2003. He is an Adjunct Faculty at Great Learning.
His past work experience includes working with Fractal Analytics, Sutherland Global Services, Hansa Customer Equity and Positive Integers providing Analytics Consultancy for some of the marquee Indian Banks & NBFCs like HDFC Bank, Axis Bank, Kotak Mahindra Bank, India Infoline.
His expertise includes building Machine Learning Models for Risk Management and Marketing. He has worked on tools like Python, R, SAS, SQL.
He successfully completed the Senior Management Program from IIM-C. He is an Engineering Graduate from V.J.T.I, Mumbai University. He is also Oracle Certified Associated and Project Management Program certified from PMI.
Sample Certificate
Testimonials
We the students of NL.Dalmia Institute of Management studies and research had a great opportunity to be a part of K2 analytics session @ Data Science and practical application in Management course . We all students who enrolled for the same had a wonderful and fruitful learning experience . I personally learned extensively right from the basics of R , Python and Descriptive statistical application part of it . I would recommend anyone and everyone who wish to learn Data science and programming language K2 analytics is the sure shot place to go for .
3000+ STUDENTS POSITIVELY IMPACTED
120+ HOURS OF TRAINING CONTENT
FAQ's
What is the median salary of a Data Scientist in India ?
According to the report, the median salary being offered for analytics jobs in India is INR 11.5 lakhs/annum.
What is Data Science ?
Data science is a multi-disciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data.
Is Data Science a good career option ?
A Big YES, Data Science is a good career option. The U.S. Bureau of Labor Statistics reports that the rise of data science needs will create 11.5M job openings by 2026. According to IBM, the demand for Data Scientists will increase up to 28% by the year 2020.
Best way to learn Data Science as a beginner ?
Make sure you are guided by an experienced Professional Faculty in DATA SCIENCE.