Data Science and Analytics Boot camp 2024

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Vishal soni,Drishti Soni

15:31:30

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1 - Course Introduction

1 - Introduction.mp4

01:39

2 - Python Programming its Library

2 - Python Basic.mp4

01:00:24

3 - Numpy Python Library.mp4

58:38

4 - Pandas Python Library.mp4

58:56

3 - Machine Learning

5 - Machine Learning Part 1.mp4

59:27

6 - Machine Learning Part 2.mp4

01:05:20

4 - Data Analysis

7 - Lecture on Data Analysis.mp4

01:02:35

5 - Data Visualization and Pre Processing

8 - Lecture on Data Visualization and Pre Processing.mp4

01:01:29

6 - Linear Regression

9 - Lecture on Linear Regression.mp4

01:06:35

7 - Logistic Regression

10 - Lecture on Logistic Regression.mp4

01:03:29

8 - Linear Logistic Regression on Placement Data

11 - Linear Logistic Regression on Placement Data Lecture.mp4

01:02:13

9 - Clustering

12 - Clustering Lecture.mp4

57:31

10 - Principal Component Analysis

13 - Principal Component Analysis Lecture.mp4

01:03:55

11 - Clustering PCA Coding

14 - Clustering PCA Coding Practice.mp4

51:15

12 - Project and Coding Practice

15 - Project Introduction and Visualization.mp4

32:06

16 - Data Visualization Code.mp4

34:45

17 - Logistic Regression and Decision Trees.mp4

38:08

18 - Random Forest and Code Practice.mp4

33:05

Description

Learn Data Science, Data Analysis, Machine Learning (Artificial Intelligence) and Python more!

What You'll Learn?

Learn how to program in Python using the latest Python 3
Real life case studies and projects to understand how things are done in the real world
Learn NumPy and how it is used in Machine Learning
Become a Data Scientist and get job
Explore large datasets and wrangle data using Pandas
Learn Linear Regression
Learn Logistic Regression in ML
Learn Principal Component Analysis and Clustering
How to improve your Machine Learning Models
Implement Machine Learning algorithms
Learn which Machine Learning model to choose for each type of problem

Who is this for?

Anyone with zero experience who wants to learn Machine Learning, Data Science and Python

Who wants to become Data Scientists, Business Analysts and Business Analysts

What You Need to Know?

No prior experience is needed (not even Math and Statistics). We start from the very basics.

A computer with internet connection.

More details

Description
Unlock the power of data with our comprehensive "Mastering Data Science and Data Analysis with Python" course. In today's data-driven world, Python is the go-to programming language for extracting insights, making data-driven decisions, and leveraging data's full potential. Whether you're a beginner or a seasoned professional, this course is your ticket to mastering data science and analysis using Python.
What You'll Learn:
Foundations of Python: We'll start from the basics, ensuring you have a strong foundation in Python programming to manipulate and analyze data efficiently.
Data Cleaning and Preprocessing: You'll learn how to wrangle messy data, deal with missing values, and ensure your data is ready for analysis.
Exploratory Data Analysis (EDA): Discover powerful techniques to visually and statistically explore datasets, gaining insights and spotting trends that drive decision-making.
Data Visualization: Dive into data visualization libraries like Matplotlib and Seaborn, creating stunning and informative plots and charts.
Statistics for Data Analysis: Master essential statistical concepts to make sound inferences and decisions based on data.
Machine Learning with Python: Explore the world of machine learning, understanding both supervised and unsupervised learning techniques. Build and evaluate predictive models.
Real-World Projects: Apply your knowledge to practical projects, solving real data problems and building a portfolio to showcase your skills.
Python Libraries: Harness the power of Pandas, NumPy to efficiently analyze and manipulate data.
Data Science Ethics: Learn about ethical considerations in data analysis, addressing issues of privacy, bias, and responsible data use.
Why Choose this Course?
Expert Instruction: Taught by industry experts with years of experience in data science and analysis.
Flexibility: Study at your own pace and revisit course materials whenever you need.
Certification: Receive a Udemy certificate upon successful completion to boost your resume.
Don't miss the opportunity to become a data master, driving data-driven decisions and transforming your career. Enroll now and join the data revolution!
Who this course is for:
Anyone with zero experience who wants to learn Machine Learning, Data Science and Python
Who wants to become Data Scientists, Business Analysts and Business Analysts

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Vishal Soni - Experienced Web DeveloperAs an accomplished web developer with two years of experience in the IT industry, I am passionate about crafting exceptional digital experiences through innovative and cutting-edge web solutions. My journey in the world of web development has equipped me with the skills and knowledge needed to create responsive, user-friendly, and visually stunning websites.Professional Experience:Over the past two years, I have had the privilege of working with a diverse range of clients and projects, allowing me to build a solid foundation in web development. Some of my key achievements include:Front-end Expertise: Proficient in HTML, CSS, and JavaScript, I specialize in creating visually appealing and responsive user interfaces. I am skilled in utilizing modern frameworks such as React and Angular to develop interactive web applications that engage and captivate users.Back-end Proficiency: My experience extends to server-side development, where I have worked with technologies like Node.js, Python, and Ruby on Rails. I have successfully built robust back-end systems that power dynamic web applications, ensuring seamless functionality and data management.Database Management: I am well-versed in database design and management, using SQL and NoSQL databases like MySQL, PostgreSQL, MongoDB, and Firebase. This expertise allows me to create efficient data-driven web solutions.Version Control: I am proficient in using Git and GitHub for version control, enabling collaborative development and efficient code management within teams.Skills:Front-end: HTML5, CSS3, JavaScript, React, Angular, Vue.jsBack-end: Node.js, Express, Ruby on Rails, DjangoDatabases: MySQL, PostgreSQL, MongoDB, FirebaseVersion Control: Git, GitHubResponsive Design: Bootstrap, SassWeb Performance OptimizationCross-browser CompatibilityAPI IntegrationProblem-solving and DebuggingEducation:I hold a Bachelor's Degree in Computer Science from MRIU , where I gained a strong theoretical foundation that complements my practical experience.Passion for Learning:In the ever-evolving field of web development, I am committed to continuous learning and staying up-to-date with the latest industry trends and technologies. I thrive on tackling new challenges and finding innovative solutions to complex problems.Conclusion:My dedication to delivering high-quality web solutions, combined with my technical skills and creative flair, makes me a valuable asset to any project. Whether you need a stunning website, a dynamic web application, or expert guidance on your IT project, I am here to turn your vision into reality.

Drishti Soni

Instructor's Courses

Drishti Soni is a passionate and dedicated data scientist with a strong background in extracting valuable insights from complex datasets. With a keen eye for patterns and trends, Drihsthi excels in using advanced statistical and machine learning techniques to solve real-world problems. They hold a deep appreciation for the power of data in driving informed decision-making and have a track record of leveraging data to optimize processes and enhance business performance. Drihsthi Soni is committed to continuous learning and innovation in the field of data science, contributing to the ever-evolving landscape of data-driven solutions.

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