Data Science by – BINTA
About Course
Harness the power of data-driven decision-making with our comprehensive Data Science training program, designed for learners at all levels. This course provides a solid foundation in Business Analytics, covering essential concepts and advanced techniques used in modern business environments. Participants will gain hands-on experience with real-world projects, ensuring practical understanding and application of business analytics tools and methodologies.
Our structured curriculum and live sessions offer an in-depth learning experience, from data collection and analysis to predictive modeling and strategic decision-making. Whether you’re a beginner or a professional looking to enhance your analytical skills, this course will equip you with the knowledge and expertise needed to excel in the field of Data Science.
Course Content
Data Science
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Introduction
01:02:55 -
Python Basics
01:02:34 -
Lists
01:05:27 -
Classification, Regression, Matplotlib, Statistics
02:06:38 -
Regression, KNN, Scaling
01:03:32 -
Normalization & Standardization
01:02:15 -
K-Means Clustering, DNN for mnist dataset, Time series analysis with Pandas
01:00:51 -
Deep neural network, CNN, Image Classification
01:11:03 -
Clustering, unsupervised learning, supervised learning Vs unsupervised learning
01:01:01 -
Statistics, Normalization, Standarsization problem solving and code implementation
01:02:15 -
Regression, KNN, Scaling
01:03:32 -
Classification, Regression, Matplotlib, Statistics
02:06:38 -
Time series analysis with FB Prophet, Intro to business intelligence, Use of business intelligence tool
01:00:50 -
Natural Language
01:00:54 -
Time series analysis with FB Prophet,Intro to business intelligence, Use of business intelligence tool
01:00:50 -
Power BI, Webapp using streamlit introduction
01:00:19 -
NLP- Text Classification, Text Analysis
01:00:56 -
NLP- Sentiment Analysis, NER
01:05:27 -
Natural Language Processing
01:00:54