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Data Science Roadmap 2023 by Simplilearn explains steps to be taken to become a Data Scientist as a beginner. Data Science Roadmap 2023 helps you to understand the technologies needed to become a Data Scientist, the salary offered to a data scientist in different industries, and their value in the technological field.

✅00:00 - Data Science Roadmap 2023

✅01:24 - Significance of Data Science in industries
This phase of the video explains the importance of data scientists in the top industries.

✅03:18 - Prerequisites and technologies
This part of the video contains all the technologies required before becoming a data scientist.

✅06:15 - Salary of a Data Scientist
This part of the video has information about average salary of a data scientist both in India and USA.

Now we will see how top industries are involved in the field of Data Science. By 2025, the data science industry is anticipated to grow to a value of $16 billion. There is an abundance of Data Science jobs all over the world. Now let us list out Crucial areas where Data Science is used
Media and Entertainment - The major players in the media and entertainment sector, such as YouTube, Netflix, Hotstar, etc., have begun to use data science to better understand their audience and provide them with recommendations that are both relevant and personalized.
Ecommerce - Data science has aided retail companies in better meeting their expectations. As they bring a unique combination of deep data knowledge, technology skills, and statistical experience, data scientists are in high demand in the retail industry. Top recruiters are amazon, Flipkart, Walmart, Myntra, etc.,

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✅ About Course
This Data Science course, in collaboration with IBM, accelerates your career in Data Science and provides you with the world-class training and skills required to become successful in this field. The course offers extensive training on the most in-demand Data Science and Machine Learning skills with hands-on exposure to key tools and technologies, including Python, R, Tableau, and concepts of Machine Learning.

✅ Skills Covered
- Gain an in-depth understanding of data structure and data manipulation
- Understand and use linear and non-linear regression models and classification techniques for data analysis
- Obtain an in-depth understanding of supervised and unsupervised learning models such as linear regression, logistic regression, clustering, dimensionality reduction, K-NN, and pipeline
- Perform scientific and technical computing using the SciPy package and its sub-packages such as Integrate, Optimize, Statistics, IO, and Weave

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✅ Eligibility Criteria
This Data Science course is suitable for recent graduates and experienced professionals willing to start a career in data science.
There are no specific eligibility requirements to take this Data Science training.

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Looking to become a skilled business analyst in 2023? Look no further than the Business Analyst Bootcamp 2023! This comprehensive program is designed to give you the skills and knowledge you need to succeed in this exciting field.

During this bootcamp, you'll learn about the various tools and techniques used by business analysts to analyze and improve business processes. You'll also gain a deep understanding of data analysis and how to use it to make informed decisions.

Our experienced instructors will guide you through a series of practical exercises and real-world case studies, giving you hands-on experience that you can use to excel in your career.

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Business Analyst Bootcamp Content
00:03:54 Need for Business Analyst
00:13:32 Business Analyst Responsibility
00:23:13 Business Analyst Skills
00:33:56 Business Analysis Knowledge Areas
00:44:49 Business Analysis with Excel
00:56:32 Business Analyst vs Data Analyst

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➡️ Post Graduate Program In Business Analysis
This Post Graduate Program in Business Analysis is for professionals looking to pursue a Business Analysis career, understand business analysis techniques, get hands-on experience, and for experienced analysts looking to learn the latest tools and frameworks used by Agile teams.

✅ Key Features
- Certificate from Simplilearn in collaboration with Purdue University
- Become eligible to be part of the Purdue University Alumni Association
- Master Classes delivered by Purdue faculty
- Earn 35 PDs/CDUs post completion of the CBAP® module
- Harvard Business Publishing case studies of Pearson, CarMax, EvCard, etc.
- Capstone from 3 domains and 14+ projects
- Simplilearn Career Service helps you get noticed by top hiring companies
- Get mentored and network with Business Analyst from Amazon, Microsoft and Google

✅ Skills Covered
- Business Analysis
- Elicitation and Collaboration
- BRD FRD and SRS Document Creation
- Requirements AnalysisPlanning and Monitoring
- Requirements Life Cycle Management
- Strategy AnalysisWireframing
- Solution EvaluationDashboarding
- Data Visualization
- Agile scrum methodology
- Scrum Artifacts
- Statistical Analysis using Excel
- SQL Database
- Python
- Data analysis
- Digital Transformation

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Move up the career ladder by earning the prestigious Certified ScrumMaster® certification. Prepare for the Scrum Master certification through this 2-day CSM training course by Simplilearn. It is an exhaustive, instructor-led Scrum master certification course that introduces you to all major concepts of the Scrum framework required for Agile Project Management.

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✅ About Certified ScrumMaster® (CSM) Certification Training Course
This CSM certification course is focused on providing an improved understanding of Scrum methodologies and their implementation. It helps you become a Certified ScrumMaster®, a designation offered by Scrum Alliance to practitioners who have successfully completed a CSM certification course & demonstrate their understanding by passing the exam.

✅ Key Features
- 2 Days of Online Virtual Class
- CSM® exam fee included
- Get trained by globally acclaimed Certified Scrum Trainers (CSTs) with Free Exam Retake
- 20 PDUs and 16 SEUs
- Two-year membership in Scrum Alliance
- Complimentary access to 15 courses* worth INR 25,000

✅ Skills Covered
- Scrum and Agile methodologies
- Importance of Agile
- Scrum lifecycle
- Scrum terminologies
- Daily scrum and review
- Roles involved in Scrum
- Distributed Scrum

✅ Eligibility
- The CSM Certification is suitable for members of Scrum teams, managers of Scrum teams, teams transitioning to Scrum, and professionals who are interested in pursuing a career as a professional Certified ScrumMaster.

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This video on "Selenium Crash Course" gives you a detailed insight into web testing and how it is achieved. Selenium is a powerful automated testing tool used to test web applications. It consists of a suite of tools that make it robust and efficient. In this video, we explain to you all these tools. This Selenium Crash Course video focuses on Selenium IDE and Selenium WebDriver.

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About Selenium Certification Training:
This Selenium Certification Training enables you to master the complete Selenium suite. The Selenium Training is designed to train developers and manual testers to learn how to automate web applications with a robust framework, and integrate it within the DevOps processes of an organization. This Selenium Certification Training will also help you master important concepts such as TestNG, Selenium IDE, Selenium Grid, Selenium WebDriver, etc.

Selenium Certification Course Overview:
This Selenium Certification Training course helps you gain an in-depth knowledge of concepts such as WebDriver, TestNG, Wait, Locating Techniques, AutoIT, Sikuli, Page Object Design Pattern, mobile testing, and Selenium Grid. This Selenium Training features real-world examples to train you to use Selenium WebDriver effectively.

Benefits
Selenium is one of the most popular automation testing tools, which is been increasingly used by organizations all across the globe, according to Indeed. These positions typically attract lucrative annual salaries, ranging from $68,000 for quality assurance analyst jobs to $94,000 for automation engineer roles.

Eligibility
The Selenium Certification Training is ideal for test managers, test engineers, test lead, test analysts, quality assurance engineers, software developers, and engineers who want to learn automation testing with Selenium.

How to prepare for the Selenium Certification exam?
Simplilearn’s Selenium Certification Training course will prepare you for clearing the Selenium Certification exam on your first attempt, with all the required course material and expert guidance from our experienced trainers. The content has been structured so that it’s in line with the certification program, helping you clear the certification exam along with getting the best job opportunities in top multinational companies.

Selenium Training Key Features
✅100% Money Back Guarantee
✅40 hours of instructor-led online training
✅Two real-life, industry-based projects
✅Free beginner Java Essentials course
✅Gain hands-on experience with demo website testing
✅Flexibility to choose classes

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This complete Machine Learning full course video covers all the topics that you need to know to become a master in the field of Machine Learning. It covers all the basics of Machine Learning, the different types of Machine Learning, and the various applications of Machine Learning used in different industries. This video will help you learn different Machine Learning algorithms in Python. Linear Regression, Logistic Regression, K Means Clustering, Decision Tree, and Support Vector Machines are some of the important algorithms you will understand with a hands-on demo. Finally, you will see the essential skills required to become a Machine Learning Engineer and come across a few important Machine Learning interview questions. Now, let's get started with Machine Learning.

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Dataset Link - https://drive.google.com/drive..../folders/15lSrc4176J

Below topics are explained in this Machine Learning course for beginners:
Table of contents
Basics of Machine Learning
Why Machine Learning
What is Machine Learning
Types of Machine Learning
Supervised Learning
Reinforcement Learning
Supervised VS Unsupervised
Linear Regression
Introduction to Machine Learning
Application of Linear Regression
Understanding Linear Regression
Regression Equation
Multiple Linear Regression
Logistic Regression
What is Logistic Regression
What is Linear Regression
Comparing Linear & Logistic Regression
What is K-Means Clustering
How does K-Means Clustering work
What is Decision Tree
How does Decision Tree work
Random Forest Tutorial
Why Random Forest
What is Random Forest
How does Decision Tree work-
K-Nearest Neighbors Algorithm Tutorial
Why KNN
What is KNN
How do we choose 'K'
When do we use KNN
Applications of Support Vector Machine
Why Support Vector Machine
What Support Vector Machine
Advantages of Support Vector Machine
What is Naive Bayes
Where is Naive Bayes used
Top 10 Application of Machine Learning
How to become a Machine Learning Engineer
Machine Learning Interview Questions

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About Simplilearn Machine Learning course:
A form of artificial intelligence, Machine Learning is revolutionizing the world of computing as well as all people’s digital interactions. Machine Learning powers such innovative automated technologies as recommendation engines, facial recognition, fraud protection and even self-driving cars.

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This video on "Basics of Pyspark for beginners" will give you a brief understanding of PySpark, its key features, Usecases of Pyspark in the industry, Pyspark Dataframe, and many more. To Understand Pyspark and its use in the big data world, we must first understand Apache Spark. Therefore, this tutorial also covers the Apache Spark overview.

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This Spark Tutorial For Beginners will give an overview on the history of spark, what is spark, Batch vs real-time processing, Limitations of MapReduce in Hadoop, Introduction to Spark, Components of Spark Project and a comparison between Hadoop ecosystem and Spark. Let's get started with this Big Data Spark Tutorial!

This Apache Spark Tutorial video will explain:
1. History of Spark - 00:00
2. Introduction to Spark - 04:02
3. Spark Components - 05:00
4. Spark Advantages - 12:31

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➡️ Professional Certificate Program In Data Engineering
This Data Engineering course is ideal for professionals, covering critical topics like the Hadoop framework, Data Processing using Spark, Data Pipelines with Kafka, Big Data on AWS, and Azure cloud infrastructures. This program is delivered via live sessions, industry projects, masterclasses, IBM hackathons, and Ask Me Anything sessions.

✅ Key Features
- Professional Certificate Program Certificate and Alumni Association membership
- Exclusive Master Classes and Ask me Anything sessions by IBM
- 8X higher live interaction in live Data Engineering online classes by industry experts
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- Master Classes delivered by Purdue faculty and IBM experts
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✅ Skills Covered
- Real Time Data Processing
- Data Pipelining
- Big Data Analytics
- Data Visualization
- Provisioning data storage services
- Apache Hadoop
- Ingesting Streaming and Batch Data
- Transforming Data
- Implementing Security Requirements
- Data Protection
- Encryption Techniques
- Data Governance and Compliance Controls

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In this video on 'What Is Dijkstra's Algorithm?', we will look into the working and the functioning of Dijkstra's algorithm, which works on the principle of the greedy algorithm. This algorithm was designed to deduce the shortest path from the primary node to the target node and design the shortest path value table.

The topics covered in this video on 'What Is Dijkstra's Algorithm?' are:

1. 00:00:00 Introduction to the Algorithm
Looking into introductory information related to the algorithm.

2. 00:01:28 Key points of the Algorithm
Advancing to the key points related to the algorithm.

3. 00:02:08 Principle of the Algorithm
Understanding the working principle of Dijkstra's algorithm.

4. 00:05:38 Worked Example
Solving a network example using Dijkstra's algorithm.

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About Advanced Executive Program in Cybersecurity:
Become an industry-ready professional with Advanced Executive Program in Cybersecurity and transform your career in 6 months. This course provides a high-engagement learning experience with real-world applications and is designed for individuals who want to start a new, more fulfilling career. This Advanced Executive Program in Cybersecurity will help you develop expertise in defensive cybersecurity, application security, malware analysis, ethical hacking, and much more. In partnership with IIIT Bangalore and NPCI, this program provides you with a deep understanding needed to spot the opportunities for disruption in the cybersecurity industry.

Key Features:
✅ Advanced Executive Program in Cybersecurity completion certificate from IIIT Bangalore
✅ 8X higher interaction in live online classes conducted by industry experts
✅ Learn by practicing 30+ demos and multiple projects on integrated labs
✅ Validate your learning with Transcript from IIIT Bangalore
✅ Virtual Internship Certificate from NPCI
✅ Masterclasses from top faculty of IIIT Bangalore
✅ Lifetime access to self-paced videos & class recordings to refresh the concepts
✅ Get noticed by the top hiring companies

What are the eligibility criteria's for this Advanced Executive Program in Cybersecurity?
For admission to this Advanced Executive Program in Cybersecurity, candidates:
✅Should have a bachelor's degree in any discipline with an average of 50% or higher marks
✅Prior work experience of 1 years or more
✅May have a non-programming background

Will financial aid be provided for this Advanced Executive Program in Cybersecurity?
To ensure money is not a limiting factor in learning, we offer various financing options to help make this cyber security certification in India financially manageable. For more details, please refer to our "Admissions Fee and Financing" section.

What certificate will I receive?
Upon completion of this Cybersecurity certification program in India, you will be awarded an Advanced Executive Program in Cybersecurity by IIIT Bangalore and virtual internship certification by NPCI. You will also receive industry-recognized certifications from Simplilearn for the courses included in the learning path.

Learn more at: https://www.simplilearn.com/pgp-advanced-executive-program-in-cyber-security?utm_campaign=DijkstraAlgorithmExplained&utm_medium=Description&utm_source=youtube



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The Digital Analytics Foundation course helps participants develop a comprehensive knowledge of the various frameworks, tools and techniques pertaining to digital analytics. Participants will learn to track campaign performance, access visitor behavior, and gain the competitive intelligence required to drive continual optimization in their marketing campaigns and improve the online customer experience.

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In this interactive video on "Top 10 AI Websites for Video Editors in 2023", we will look at some of the most popular video editing sites for editors to use innovative AI functions and editing for designing videos for multiple scenarios and projects. Using AI websites provides editors with more options to choose from within minutes of uploading the relevant content.

The top 10 AI Websites for Video Editors mentioned in the video are:
00:00 Introduction
00:54 Advantages of AI Websites
01:41 Vedia
02:15 RunWayML
02:43 Rephrase
03:15 Magisto
03:45 Wisecut
04:13 Rawshorts
04:42 Aivo.ai
05:13 Lumen5
05:37 Kamua
06:03 Veed.io

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⏩ Top 10 Technologies To Learn In 2023: https://youtu.be/jTX8MSw0Ufw

✅ About Artificial Intelligence Engineer Master's Program

The Artificial Intelligence course, created in partnership with IBM, introduces students to blended learning and prepares them to be specialists in AI and Data Science. IBM, located in Armonk, New York, is a significant cognitive service and integrated cloud solution firm that provides many technology and consulting solutions. IBM invests $6 billion in research & development every year and has won five Nobel prizes, nine US National Medals of Technology, five US National Medals of Science, six Turing Awards, and ten US Inventors Hall of Fame inductions.


✅ What skills are covered in this Masters in Artificial Intelligence?

You will be able to demonstrate the following ability after completing this Masters in Artificial Intelligence:

- Learn Artificial Intelligence's concept, purpose, domain breadth, phases, implementations, and impacts.
- Create real-world projects, games, prediction models, logic constraint satisfaction concerns, experience and understanding systems, probabilistic models, and agent decision-making skills using your artificial intelligent machines and models.
- Learn basic programming features and technicalities, such as data types, tuples, lists, arrays, basic operators, and functions.
- Learn how to develop your Python programs and use the Jupyter notebook to analyze fundamental data.
- Learn about data wrangling, data exploration, data visualization, hypothesis creation, and testing procedures in Data Science.
- And Many More...

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This video on Interview Tips For Freshers will acquaint you with all the important Interview Tips to ace your next job interview. Here, you will have a look at a few of the most frequently asked Interview Questions and a few of the most vital tips that can help you crack your interview.

Interview Tips for Freshers 00:00:00
Tip 1: Research about the company 00:00:46
Tip 2: Align your skills with the job description 00:01:18
Tip 3: Dress Professionally 00:01:43
Tip 4: Good Body Language 00:02:01
Most Frequently Asked Interview Questions 00:02:38
Q1: Tell Me About Yourself 00:02:43
Q2: What are your strengths and weaknesses? 00:02:57
Q3: Where do you see yourself in the next five years? 00:03:30
Q4: Why should we hire you? 00:03:46
Q5: Do You Have Any Questions? 00:04:10
Virtual Interviews 00:04:50

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This interview tips video will help you understand what an interviewer is looking for in your answers, teach you to answer interview questions, and convince the hiring manager that you are a good fit for the job.

✅Interview Tips #1: Research about the company.
You can start by visiting the company's website. Have a look at their services, mission statement, and the company's culture. Interview tip: You can also glance through the company's social media accounts. Additionally, you could also use Google News to stay updated about the company's current situation.

✅Interview Tips #2: Align your skills with the job description. It would be good if you understood what the employer is looking for. Think about examples from your work history and match them with the requirements. This will make it simpler for the employer to understand that you are a good fit for the applied job role.

✅Interview Tips #3: Dress Professionally. Be comfortable in your attire, and it is advised that you look at the company's dress code policies.

✅Interview Tips #4: Good Body Language. Body language is also another way of communication. When you walk into the interview room, confidently greet with a firm handshake and eye contact.

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This video by Simplilearn will explain to you on Top 5 Future In-Demand IT Skills 2023. This tutorial on Top 5 IT Skills In Demand in 2023 will help you to enhance your professional and personal life by actively and constantly improving your IT skills.

In the rapidly changing world of today, having strong technical IT abilities is crucial. You will have a better experience utilizing new technologies and be able to complete tasks more quickly if you have these skills. For instance, having IT skills can help you maintain a work-life balance, advance your career, and address technological problems on your own.

If you want to master these skills for free, do check out the Skillup platform, and yes you heard it right these courses are free.
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The top 5 Future In-Demand IT Skills 2023 are:

✅ 00:00-Top 5 Future In-Demand IT Skills 2023

✅ 00:51- In the 5th position, we have CyberSecurity
Cybersecurity is the process of defending against systems that are connected to the internet, including their hardware, software, and data.

✅ 01:50-Then in the 4th position comes, Data analysis
Data analysis is one of the most recent and rapidly expanding industries. For a variety of IT operations, data analysis abilities will be feasible.

✅ 02:36-In the 3rd position, we have Blockchain technology
A cutting-edge database system called blockchain technology allows for open information exchange inside a business network.

✅ 03:17-Following that in the 2nd position is Cloud computing
Data storage, servers, databases, networking, and software are just a few of the services that can be delivered through the Internet as part of cloud computing.

✅ 04:08-And in the 1st position are AI and machine learning
Artificial intelligence and machine learning are the two most crucial and in-demand IT skills.

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✅ About SkillUp

SkillUp is a learning platform from Simplilearn where learners can take free online courses. All of the self-learning courses are free of cost, where you can explore and learn in-demand skills on your schedule. This free online course content is prepared by industry experts & top practitioners.

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In this blogging for beginners 2023 video, we'll cover the basics of blogging, including how to choose a blogging platform, how to create a blog, how to write your first blog post, and how to promote your blog. We'll also discuss some tips for creating great content and building an audience. Whether you're interested in blogging as a hobby, a way to express yourself, or even as a potential source of income, this video will give you all the information you need to get started. So, if you're ready to dive into the world of blogging, be sure to check out this video and start your journey today!

In this blogging for beginners video, we will discuss the following topics
00:00 Blogging For Beginners Introduction
05:11 What Is A Blog?
15:11 Important Skills For Blogging
20:02 Reasons To Create A Blog
25:20 Types Of Blog Post
38:05 How To Create A Blog
54:06 Blog Writing Tips

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❓ What is a Blog Post?
A blog post is a piece of written content that is published on a blog. A blog, short for "weblog," is a website or a section of a website that contains regularly updated posts or articles, often written in an informal or conversational style. Blog posts can cover a wide variety of topics, such as news, personal experiences, opinions, reviews, tutorials, or any other subject of interest to the writer or the intended audience.

#BloggingForBeginners #Blogging #BloggingTutorial #HowToStartABlogIn2023 #WhatIsABlog #DigitalMarketing #BloggingTutorialForBeginners #ContentMarketing #Content #DM #Simplilearn

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✅ About Professional Certificate Program In Digital Marketing

This digital marketing course in India is meant for professionals looking to pursue a Digital Marketing career, know the fundamentals, and gain hands-on experience, and experienced marketers keen on learning the latest Digital Marketing skills. The Harvard Business case studies and projects on Google and Facebook add real-world experience.

✅ Key Features

- Certificate from Simplilearn in collaboration with Purdue University
- Masterclasses delivered by Purdue faculty
- Master sessions and Ask Me Anything sessions by Meta Blueprint Trainer
- 6-credit transfer for the Purdue Online MS in Communication program
- Course aligned to Facebook, Google Ads & Analytics
- Meta Certified Digital Marketing Associate Exam Voucher worth USD $99
- Harvard Business Publishing case studies of Yahoo, Accor, Tripadvisor, etc.
- Industry projects from 5 domains and 14+ course-end projects
- Simplilearn Career Service helps you get noticed by top hiring companies
- Course aligned with Hootsuite and SE Ranking certification

✅ Skills Covered

- Search Engine Optimization
- Content Marketing
- Web Analytics
- Keyword Management and Research
- Website Management and Optimization
- URL Management
- Search Psychology
- Keyword Organization and Match Types
- Keyword Research
- Advanced Ad Features
- And Many More

✅ Eligibility Criteria

For admission to this PCP in Digital Marketing, candidates should have:
- At least 2 years of experience preferred
- A bachelor's degree in any discipline
- Marketing or non-marketing background

👉 Learn More at: https://www.simplilearn.com/pgp-digital-marketing-certification-program?utm_campaign=22FebBloggingForBeginners2023&utm_medium=Description&utm_source=youtube
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This video on Project Management Professional covers all the concepts from basics to advanced. Also, it covers all the information about Project Management like what Project Management is ?, what is A Project ?, what are the Components of Project Management ?, What is A Project Life Cycle ?, and what are the Key Focus Areas in Project Management?

These are the facts we will be discussing in this video:
00:00 Introduction
01:34 What is Project Management?
02:38 What is A Project?
03:15 Components of Project Management
05:14 What is A Project Life Cycle?
09:10 Key Focus Areas in Project Management

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The PMP certification is the global gold standard for project management professionals. Keep abreast of the changes in the project management practices updated in the PMBOK guide - 6th edition and pass the PMP® exam on your first attempt with Simplilearn’s new PMP course. The course covers new trends, emerging practices, and tailoring considerations, and places a greater emphasis on strategic and business knowledge. It also includes a new section on the role of the project manager.

PMP Certification Course Overview
The course covers new trends, emerging practices, tailoring considerations, and core competencies required of a Project Management professional. Placing a greater emphasis on strategic and business knowledge, this course also includes a new section on the role of the project manager in both large and small companies.

PMP Course Key Features:
- 35 contact hours/PDUs
- 8 industry case studies, 20 industry-based scenarios
- 6 hands-on projects, 7 simulation test papers (200 questions each)

Eligibility:
The PMP® certification is an essential professional requirement for senior project manager roles across all industries. The course is best suited for: Project Managers, Associate/Assistant Project Managers, Team Leads/Team Managers, Project Executives/Project Engineers, Software Developers, and Any professional aspiring to be a Project Manager.

Pre-requisites:
You should have a secondary degree (i.e. high school diploma, associate’s degree, or the global equivalent) with 7,500 hours of leading and directing projects along with 35 hours of project management education. OR You should have a four-year degree with 4,500 hours of leading and directing projects along with 35 hours of project management education.

Learn more at: https://www.simplilearn.com/post-graduate-diploma-management?utm_campaign=WhatIsPMP&utm_medium=Description&utm_source=youtube

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In this video on Machine Learning with Python full course, you will understand the basics of machine learning and Python. In this Machine Learning tutorial for beginners, we will cover essential machine learning topics like applications of machine learning and machine learning concepts and understand why mathematics, statistics, and linear algebra are crucial. We'll also learn about regularization, dimensionality reduction, and PCA. We will perform a prediction analysis on the recently held US Elections. Finally, you will study the Machine Learning roadmap. Below are the topics covered in this video:

00:00:00 Machine Learning With Python Full Course 2023
00:08:36 Introduction to Machine Learning
00:16:14 Top 10 Applications of Machine Learning
00:32:38 Types of Machine Learning
00:37:46 Machine Learning Algorithms
00:38:14 Linear Regression
00:46:52 Decision Tree
01:23:25 Clustering
01:26:11 K-Means Clustering
02:18:03 Data and its types
03:29:22 Probability
04:07:53 Multiple Linear Regression
04:45:55 Confusion Matrices
05:59:54 KNN
06:23:40 Support Vector Machine
07:14:40 Principle Component Analysis(PCA)
07:53:01 Corona Virus Analysis

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Dataset Link -https://drive.google.com/drive..../folders/15lSrc4176J

✅ AI ML Course Overview

This AI ML course is designed to enhance your career in AI and ML by demystifying concepts like machine learning, deep learning, NLP, computer vision, reinforcement learning, and more. You'll also have access to 4 live sessions, led by industry experts, covering the latest advancements in AI such as generative modeling, ChatGPT, OpenAI, and chatbots.

✅ Key Features

- Post Graduate Program certificate and Alumni Association membership
- Exclusive hackathons and Ask me Anything sessions by IBM
- 3 Capstones and 25+ Projects with industry data sets from Twitter, Uber, Mercedes Benz, and many more
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In this video, we are going to discuss in detail *How to Become a Business Analyst ?* as this is a majorly discussed position everywhere. This video covers the skills required for a business analyst, roles and responsibilities, tools , role of a business analyst in the industry.

✅00:00 - Introduction

✅01:09 - Analytical and critical thinking

✅01:44 - Programming Languages

✅02:12 - Database and data visualization

✅03:00 - Communication skills

✅03:36 - Ability to take business decisions

✅04:14 - Presentation and documentation

✅04:37 - Discipline and time management

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1.Analytical and critical thinking - As a business analyst the first thing to learn is analytics. The needs of the client must be clearly analyzed and translated by the business analyst. Before choosing the desired solution, a business analyst might evaluate a variety of choices with the aid of critical thinking.
Business analysts concentrate on learning about and comprehending the needs of the client. They are able to prioritize business requirements thanks to critical thinking. For analytics, excel is widely used. You can check out the skill up link in the description box below.

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2. Programming Language - Business analysts should be proficient programmers in order to conduct data analysis more quickly and effectively.
Understanding R and Python is quite helpful. Writing effective codes can be used to resolve complex issues. Please check out the courses on data science with Python or R language. Links for both courses are available in the description box below.

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3.Database and Data Visualization - Most frequently, business analysts use structured data. They should be well-versed in relational databases like Microsoft SQL Server, MySQL, Oracle DB, as well as NoSQL databases in order to store and process this large amount of data. Microsoft Excel proficiency is the next ability on our list of business analyst qualifications. Every business analyst has to have this fundamental ability. For data visualization,we opt for crucial tools like powerBI,Tableau,microsoft excel,oracle analytics etc., Among them, Tableau is very widely used. You can check out the Skillup course on data visualization by Simplilearn given in the description box below.

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4. Communication skills - This is necessary for every business analyst to have the Ability to understand the corporate way of communicating information to make decisions and impact clients. He should be able to communicate with the stakeholders easily. So if you are an aspiring business analyst, start working on your communication skills.

5.Ability to identify quality Business decisions - A business analyst's choices can affect a company's operations both directly and indirectly. They should therefore consider all the factors before offering their choice.They then put each alternative strategy to the test and decide based on their impressions of these strategies. Finally, they put the solution to the test.

6.Presentation and Documentation - A business analyst should thoroughly, succinctly, and clearly describe the lessons learned and project results.In front of the stakeholders and clients, they should convey their project's results and outcomes with assurance.

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