Data Science with Python

Data Science with Python Course will help you to Start your career as Data Scientist from scratch. Learn Data Science with Python. Predict trends with advanced analytics

• Course Provider : Udemy
• Course Instructors : Uplatz Training
• Price : $19.99 (Special Discount 31% off the original price when using Buying this Course from Here)
• Lectures : 56
• Video: 44 Hours
• 36 downloadable resources
• Skill Level: All Levels
• Languages: English
• Includes : Lifetime access, 30 day money back guarantee, Available on iOS and Android and Certificate of Completion.

WHAT WILL YOU LEARN From Data Science with Python COURSE?

• End-to-end knowledge of Data Science
• Prepare for a career path as Data Scientist / Consultant
• Overview of Python programming and its application in Data Science
• Detailed level programming in Python – Loops, Tuples, Dictionary, List, Functions & Modules, etc.
• Decision-making and Regular Expressions
• Introduction to Data Science Libraries
• Components of Python Ecosystem
• Analysing Data using Numpy and Pandas
• Data Visualisation with Matplotlib
• Three-Dimensional Plotting with Matplotlib
• Data Visualisation with Seaborn
• Introduction to Statistical Analysis – Math and Statistics
• Terminologies & Categories of Statistics, Correlation, Mean, Median, Mode, Quartile
• Data Science Methodology – From Problem to Approach, From Requirements to Collection, From Understanding to Preparation
• Data Science Methodology – From Modeling to Evaluation, From Deployment to Feedback
• Introduction to Machine Learning
• Types of Machine Learning – Supervised, Unsupervised, Reinforcement
• Regression Analysis – Linear Regression, Multiple Linear Regression, Polynomial Regression
• Implementing Linear Regression, Multiple Linear Regression, Polynomial Regression
• Classification, Classification algorithms, Logistic Regression
• Decision Tree, Implementing Decision Tree, Support Vector Machine (SVM), Implementing SVM
• Clustering, Clustering Algorithms, K-Means Clustering, Hierarchical Clustering
• Agglomerative & Divisive Hierarchical clustering
• Implementation of Agglomerative Hierarchical Clustering
• Association Rule Learning
• Apriori algorithm – working and implementation

DESCRIPTION of  Data Science with Python COURSE:

Since data revolution has made data as the new oil for organizations, today’s decisions are driven by multidisciplinary approach of using data, mathematical models, statistics, graphs, databases for various business needs such as forecasting weather, customer segmentation, studying protein structures in biology, designing a marketing campaign, opening a new store, and the like. The modern data-powered technology systems are driven by identifying, integrating, storing and analyzing data for useful business decisions. Scientific logic backed with data provides solid understanding of the business and its analysis. Hence there is a need for a programming language that can cater to all these diverse needs of data science, machine learning, data analysis & visualization, and that can be applied to practical scenarios with efficiency. Python is a programming language that perfectly fits the bill here and shines bright as one such language due to its immense power, rich libraries and built in features that make it easy to tackle the various facets of Data Science.

This Data Science with Python course by Uplatz will take your journey from the fundamentals of Python to exploring simple and complex datasets and finally to predictive analysis & models development. In this Data Science using Python course, you will learn how to prepare data for analysis, perform complex statistical analyses, create meaningful data visualizations, predict future trends from data, develop machine learning & deep learning models, and more.

The Python programming part of the course will gradually take you from scratch to advanced programming in Python. You’ll be able to write your own Python scripts and perform basic hands-on data analysis. If you aspire to become a data scientist and want to expand your horizons, then this is the perfect course for you. The primary goal of this course is to provide you a comprehensive learning framework to use Python for data science.

In the Data Science with Python training you will gain new insights into your data and will learn to apply data science methods and techniques, along with acquiring analytics skills. With understanding of the basic python taught in the initial part of this course, you will move on to understand the data science concepts, and eventually will gain skills to apply statistical, machine learning, information visualization, text analysis, and social network analysis techniques through popular Python toolkits such as pandas, NumPy, matplotlib, scikit-learn, and so on.

The Data Science with Python training will help you learn and appreciate the fact that how this versatile language (Python) allows you to perform rich operations starting from import, cleansing, manipulation of data, to form a data lake or structured data sets, to finally visualize data – thus combining all integral skills for any aspiring data scientist, analyst, consultant, or researcher. In this Data Science using Python training, you will also work with real-world datasets and learn the statistical & machine learning techniques you need to train the decision trees and/or use natural language processing (NLP). Simply grow your Python skills, understand the concepts of data science, and begin your journey to becoming a top data scientist.

WHO IS THE TARGET AUDIENCE?

• Data Scientists
• Data Analysts / Data Consultants
• Senior Data Scientists / Data Analytics Consultants
• Newbies and beginners aspiring for a career in Data Science
• Data Engineers
• Machine Learning Engineers
• Software Engineers and Programmers
• Python Developers
• Data Science Managers
• Machine Learning / Data Science SMEs
• Digital Data Analysts
• Anyone interested in Data Science, Data Analytics, Data Engineering

YOU CAN ACCESS Data Science with Python Course FROM HERE.