What is Data Science | Python Training | Edureka | ML/DS Rewind

🔥Data Scientist Masters Program: https://www.edureka.co/masters....-program/data-scient
This Edureka video on "What is Data Science" will introduce you to the concepts of Data Science and how it is used to solve real-world problems. Data science is the process of using the data to find solutions / to predict outcomes of a problem statement.
00:00 Introduction
00:24 Agenda
01:16 Data Science
03:28 Walmart Use Case
05:39 What is Data Science
07:36 Problems Solving in Data Science
19:55 Categories of Algorithms
20:06 Supervised Learning
21:19 Unsupervised Learning
22:16 Reinforcement Learning
22:36 K-Means Clustering Algorithm

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About the Master's Program

This program follows a set structure with 6 core courses and 8 electives spread across 26 weeks. It makes you an expert in key technologies related to Data Science. At the end of each core course, you will be working on a real-time project to gain hands on expertise. By the end of the program you will be ready for seasoned Data Science job roles.

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Topics Covered in the curriculum:

Topics covered but not limited to will be : Machine Learning, K-Means Clustering, Decision Trees, Data Mining, Python Libraries, Statistics, Scala, Spark Streaming, RDDs, MLlib, Spark SQL, Random Forest, Naïve Bayes, Time Series, Text Mining, Web Scraping, PySpark, Python Scripting, Neural Networks, Keras, TFlearn, SoftMax, Autoencoder, Restricted Boltzmann Machine, LOD Expressions, Tableau Desktop, Tableau Public, Data Visualization, Integration with R, Probability, Bayesian Inference, Regression Modelling etc.

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