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Gulshan Kumar & T-Series Presents A Sohail Khan Productions "Ready" Directed by Anees Bazmee starring Salman Khan and Asin in the lead roles. It also features Paresh Rawal, Arya Babbar, and Mahesh Manjrekar in supporting roles, while Ajay Devgn, Sanjay Dutt, Kangana Ranaut, Zarine Khan, and Arbaaz Khan in cameo appearances.
Movie Credits:
Movie Name: Ready
Actors: Salman Khan, Asin, Paresh Rawal, Arya Babbar, and Mahesh Manjrekar
Director: Anees Bazmee
Producer: Bhushan Kumar, Sohail Khan, Krishan Kumar
Music: Pritam, Devi Sri Prasad
Lyrics: Neelesh Misra, Amitabh Bhattacharya, Kumaar, Ashish Pandit
Music Label: T-Series
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Torsten Hoefler presents an overview of sparsity in deep learning. Check the markers for various parts of the talk.
arXiv: https://arxiv.org/abs/2102.00554
Chapters:
0:00 Introduction to deep learning
7:29 Introduction to hardware scaling and locality
11:25 Overview of model compression and optimization
12:47 Introduction to sparsification
18:17 Overparameterization, SGD dynamics, and Occam's hill and generalization
26:00 Sparse storage formats and representational overheads
31:10 Overview of sparsification techniques - model and ephemeral sparsity
35:13 Sparsification schedules - when to sparsify
41:36 Fully sparse training
47:53 Retraining example
50:35 How to sparsify - picking elements for removal
54:50 Data-free pruning - magnitude
56:52 Data-driven pruning - sensitivity, activity, and correlation
59:42 Training-aware pruning - Taylor expansions of the loss and regularization
1:09:19 Learnable gating functions (approximations)
1:12:49 Structured sparsification
1:15:34 Variational removal methods
1:18:08 Parameter budgets between layers and literature statistics
1:22:10 Re-growing elements in fully-sparse training
1:24:53 Ephemeral sparsity - activations, gradients, dynamic networks
1:33:07 Putting everything together - case studies with CNNs
1:36:39 Parameter efficiency and slack
1:41:03 Compute efficiency and sparse transformers
1:43:41 Acceleration for sparse deep learning
1:50:04 Lottery tickets and sparse subnetworks
1:53:37 Best practices for sparse deep learning
1:56:06 Open research questions and summary
Abstract: The growing energy and performance costs of deep learning have driven the community to reduce the size of neural networks by selectively pruning components. Similarly to their biological counterparts, sparse networks generalize just as well, if not better than, the original dense networks. Sparsity can reduce the memory footprint of regular networks to fit mobile devices, as well as shorten training time for ever growing networks. In this paper, we survey prior work on sparsity in deep learning and provide an extensive tutorial of sparsification for both inference and training. We describe approaches to remove and add elements of neural networks, different training strategies to achieve model sparsity, and mechanisms to exploit sparsity in practice. Our work distills ideas from more than 300 research papers and provides guidance to practitioners who wish to utilize sparsity today, as well as to researchers whose goal is to push the frontier forward. We include the necessary background on mathematical methods in sparsification, describe phenomena such as early structure adaptation, the intricate relations between sparsity and the training process, and show techniques for achieving acceleration on real hardware. We also define a metric of pruned parameter efficiency that could serve as a baseline for comparison of different sparse networks. We close by speculating on how sparsity can improve future workloads and outline major open problems in the field.
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In this Data Analyst Full Course video, you will learn what data analytics is, why data analytics is necessary, the types of data analytics, and the various data analytics applications. You will then understand a case study and perform analysis of data using Python and R. In addition to that; we will see the top 10 data analysis tools and understand the difference between a data scientist and a data analyst. Finally, we’ll see the top interview questions that will help you crack a data analyst interview.
Below are the topics covered in this video:
00:00:00 Introduction - Data Analyst
00:01:56 Data Analyst Career - Data Analyst
00:37:15 Top 10 Data Analyst Skills - Data Analyst
00:50:33 Top 10 Data Analyst Tools - Data Analyst
01:23:10 Data Scientist vs Data Analyst - Data Analyst Full Course
01:39:59 Data Analytics with Python - Data Analyst
01:49:44 Microsoft Excel Tutorial - Data Analyst
02:18:41 Pivot table in excel - Data Analyst
02:46:53 Excel Dashboard - Data Analyst
06:58:05 Data Analytics Using R - Data Analyst
08:04:33 What is SQL? - Data Analyst
09:41:38 Data Analyst Interview Questions - Data Analyst
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This Data Analyst Master’s Program in collaboration with IBM will make you an expert in data analytics. In this Data Analytics course, you'll learn analytics tools and techniques, how to work with SQL databases, the languages of R and Python, how to create data visualizations, and how to apply statistics and predictive analytics in a business environment.
What are the learning objectives?
Simplilearn’s Data Analyst Master's Program developed in collaboration with IBM will provide you with extensive expertise in the booming data analytics field. This data analytics certification training course will teach you how to master descriptive and inferential statistics, hypothesis testing, regression analysis, data blending, data extracts, and forecasting. Through this course, you will also gain expertise in data visualization techniques using Tableau and Power BI, learning how to organize data and design dashboards. In this data analyst certification online course, a special emphasis is placed on those currently employed in the non-technical workforce.
Why become Data Analyst?
By 2020, the World Economic Forum forecasts that data analysts will be in demand due to increasing data collection and usage. Organizations view data analysis as one of the most crucial future specialities due to the value that can be derived from data. Data is more abundant and accessible than ever in today’s business environment. In fact, 2.5 quintillion bytes of data are created each day. With an ever-increasing skill gap in data analytics, the value of data analysts is continuing to grow, creating new job and career advancement opportunities.
Who should take up this course?
Aspiring professionals of any educational background with an analytical frame of mind are best suited to pursue the Data Analyst Master’s Program, including:
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In this video series I am going to go through the exercises in the Freecodecamp's curriculum, for JavaScript Algorithms and Data Structures:
https://bit.ly/3hCCTbW
Freecodecamp: https://www.freecodecamp.org/l....earn/javascript-algo
🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐞𝐯𝐎𝐩𝐬 𝐜𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐭𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/devops-....certification-traini (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This DevOps Tutorial on Git Commands ( Git Blog series: https://goo.gl/XS1Vux ) will explain all the basic Git commands. You will learn about the commands like git add, git init, git pull, git branch etc.
00:00 Introduction
00:19 Git Basic Commands
07:45 Branching
14:54 Working with Remote Respositories
19:42 Advanced Git Commands
📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝
-------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧---------
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---------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬---------
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--------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝗼𝘀𝘁 𝗚𝗿𝗮𝗱𝘂𝗮𝘁𝗲 𝐂𝐨𝐮𝐫𝐬𝐞𝐬--------
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⏩𝐓𝐨𝐩 𝟏𝟎 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 𝟐𝟎𝟐𝟮: https://bit.ly/3yhEs7S
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About Course
What will you learn as a part of this DevOps course?
This DevOps training course is designed keeping in mind the latest trends in the industry. The course focuses on creating a strong base for various DevOps tools including Git, Jenkins, Docker, Ansible, Kubernetes, Prometheus and Grafana, and Terraform. The training is completely hands-on oriented and designed in a way that will help you in becoming a certified practitioner by providing you an intensified training for the best practices about Continuous Development, Continuous Testing, Configuration Management, including Continuous Integration and Continuous Deployment and finally Continuous Monitoring of the software throughout its development life cycle.
What are the skills that you will be learning with our DevOps course?
Upon completion of the DevOps training course, you will be able to:
Understand the DevOps Process and Lifecycle
Manage and keep a track of different versions of the source code using GIT
Use Jenkins and maven to build the application and integrate the CI/CD Pipeline
Manage your infrastructure using Ansible
Build and Deploy containers using Docker
Orchestrate your containerized environment with Kubernetes
Monitor and visualize your environment using Prometheus and Grafana
Provision new infrastructure using Terraform
In this Scrum Master full course, we will explain the most important concepts of the Scrum Methodology. Let's start the scrum training!
🔥Certified ScrumMaster® (CSM) Certification Training Course: https://www.simplilearn.com/agile-and-scrum/csm-certification-training?utm_campaign=CertifiedScrumMasterFullCourse-YqAZi5poCmo&utm_medium=Descriptionff&utm_source=youtube
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Certified Scrum Master Full Course covers what is scrum, the components of the scrum process, the role of a scrum master, the scrum methodology, how scrum meetings work, how scrum and kanban are different from one another, interview questions, and much more!
Below are the topics we will cover in this video:
00:00:00 What is Scrum
00:34:39 Agile Scrum Master Training
01:58:26 Scrum Master Role and methodology
02:20:40 Scrum Meeting
02:30:09 Scrum Vs. kanban
02:41:50 Scrum Interview Questions
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➡️ 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
👉Learn More at: https://www.simplilearn.com/agile-and-scrum/csm-certification-training?utm_campaign=CertifiedScrumMasterFullCourse-YqAZi5poCmo&utm_medium=Description&utm_source=youtube
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In this video, we’ll discuss what is content marketing basic and later in-depth, a few important strategies for content marketing that every marketer should know, content marketing and SEO, . How to rank #1 on Google and Youtube, Beginners Guide To Content Marketing 2020, and Introduction to Content Marketing Certification Training.
Content marketing is a pull marketing technique of creating and sharing valuable content (such as blogs, videos, articles, etc.) to the target audience. A valuable content solves a problem of the target audience, holds their attention by adding value to their lives and results in converting their interest into purchase. So, let's get started with content marketing strategies. Below are the topics we'll be discussing in the video:
🔥Free Digital Marketing Course With Course Completion Certificate: https://www.simplilearn.com/learn-digital-marketing-fundamentals-basics-skillup?utm_campaign=DigitalMarketing&utm_medium=DescriptionFirstFold&utm_source=youtube
00:00:00 What is content marketing
00:14:13 Content marketing tutorial
00:19:19 Content marketing strategies
00:52:16 Content Marketing And SEO
00:59:09How to rank # on Google
01:16:55 How to rank on youtube
01:32:55 Beginners Guide To Content Marketing 2020
01:44:20 Content marketing I and A
02:02:42 Introduction to Content Marketing Certification Training
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#ContentMarketing #ContentMarketingCourse #ContentMarketingTutorialForBeginners #ContentMarketingStrategy #ContentMarketingTools #DigitalMarketing #Simplilearn
About Simplilearn Digital Marketing course:
The Digital Marketing Certified Associate (DMCA) course is designed to help you master the essential disciplines in digital marketing, including search engine optimization (SEO), social media, pay-per-click (PPC), conversion optimization, web analytics, content marketing, email and mobile marketing. Digital marketing is one of the world’s fastest growing disciplines, and this certification will raise your value in the marketplace and prepare you for a career in digital marketing.
What skills will you learn from this Digital Marketing course?
This course will enable you to:
1. Gain an in-depth understanding of the various digital marketing disciplines: search engine optimization (SEO), social media marketing, pay-per-click (PPC), website conversion rate optimization, web analytics, content marketing, mobile marketing, email marketing, programmatic buying, marketing automation and digital marketing strategy
2. Master digital marketing execution tools: Google Analytics, Google Ads, Facebook Marketing, Twitter Advertising, and YouTube Marketing
3. Become a virtual digital marketing manager for an e-commerce company with Mimic Pro simulations included in our course. Practice SEO, SEM, Website Conversion Rate Optimization, email marketing and more.
4. Gain real-life experience by completing projects using Google Analytics, Google Ads, Facebook Marketing, and YouTube Marketing
5 Create the right marketing messages tailored for the right audiences
6. Prepare for top digital marketing certification exams such as OMCA, Google Analytics, Google Ads, Facebook Marketing, and YouTube Marketing certifications
Who should take this Digital Marketing course?
Anyone who is looking to further his or her career in digital marketing should take this course, especially those seeking leadership positions. Any of these roles can benefit from the Digital Marketing Specialist training:
1. Marketing Managers
2. Digital Marketing Specialists
3. Marketing or Sales Professionals
4. Management, Engineering, Business, or Communication Graduates
5. Entrepreneurs or Business Owners
6. Marketing Consultant
Learn more at: https://www.simplilearn.com/advanced-digital-marketing-certification-training-course?utm_campaign=DigitalMarketing-osVm6UrwEYc&utm_medium=Description&utm_source=youtube
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