Get rich in the knowledge of one of the essential units of modern currency - Data, with Smartknower’s comprehensive certification course stay ahead of the Data Science curve and competition.
Register NowOverview
Data is one of the most important commodities in today’s world. With billions of bytes of data available every second, the ability to gain useful insights from data for various decisions is an important factor in harnessing the potential of data. Smartknower’s Data Science Course will introduce you to concepts like Python programming for Data Science, Data retrieval, manipulation, and storage to help you stay ahead of the data curve and uncertainty.
Course Curriculum
Get to know in detail about all the key concepts and techniques used to design and learn from basic to advanced topics.
Background, Need & importance
introduction & installation
Writing first program
i/o in python
Indentation & scopes
if, else & elif blocks
introduction to loops
For & While loops
Break & Continue statements
Introduction to functions
Positional & keyword arguments
Return statements
Try, catch & finally block
Lists, Tuples, Sets & Dictionaries
CRUD operations on data structures
Building Rock Paper Scissor with console
Sklearn Library
Prediction pipeline
Architecture of Linear Regression
Best fit line & prediction
Regression v/s Classification
Logistic Regression's architecture
Sigmoid functions
Binary v/s Multiclass data
Loss functions - RMSE, MSE, MAE
Accuracy - pros & cons
Confusion metrics
Precision, Recall & F1 Score
Hyperplanes & Support Vectors
Architecture of SVM Classifiers
K-Nearest Neighbors classifiers
Accuracy comparisons
Tree based models
Bagging & Boosting
Concept of Ensemble models
Random Forest Classifier
Need of unsupervised learning
K-means clustering
Training kmeans
Mean shift clustering
K-means v/s Mean Shift clustering
Industrial use cases of unsupervised learning
Certificates
Get certified by pioneers of Ed-tech industry by upskilling in modern technological and entrepreneurial domains.


Pricing Plans
Self Paced
Mentor Led
₹ 4999
- Co Branding Certificate for Course Completion
- Internship Certificate from Smartknower
- 1 minor + 1 Major project
- 25+ hours of video content access
- 6 months LMS access
- 16+ hours of mentor training
- Outstanding Certificate on successfull completion of extra projects
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Gain clarity for all your doubts and queries from our round-the-clock support team who are always ready for assistance. Don’t think, pick your phone and give us a ping!
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