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
Talk to our Counsellor
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!
Reviews
maheen
My interest in Data Science led me to check out various sources for learning and understanding the concepts covered in the program in detail. Despite my searches, I never found a convincing place to learn from until I found Smartknower. Their course content and coverage on Data Science was right from level zero to advanced concepts. It was well structured and the projects helped me gain invaluable experience. Thanks to everyone at Smartknower
Rachel Thomas
Thanks to Smartknower’s Certification Courses for helping a great deal that I can dream of a career in Data Science with great mentors who were very courteous and helpful. Any problems were sorted in no time by the wonderful support onboard and the project experience was excellent with topics simulating life situations where your knowledge and creativity can be blended. It’s the hallmark of a great journey and I thank all the people at Smartknower
zeenath
Smartknower’s course on Data Science is a perfect opportunity for anyone looking to reinstate their expertise in the field. The course coverage is excellent and is well-led and managed by experienced and knowledgeable instructors as well as excellent staff for support and redressal. The projects also helped in instilling practical knowledge and helped unleash my ideas. With this and certificates from international institutions, I am now all set to forge a successful career in Data Science.
Shruti Agarwal
I am eternally thankful to Smartknower for their course of Data Science which helped me upskill in Data Science better and faster than I expected. Their coverage of the course content was not hasty yet was consistent and regular. Their projects were relevant to the latest developments in the field and assistance was offered during that time also. My experience with Smartknower was a very good and insightful one and I would certainly recommend it to everyone
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