“Changing the system starts with changing your vantage point so you can ‘see’ the system differently. Development speed is often attributed to quick decisions. Early definition of the requirements and freezing specification quickly are often highlighted as keys to shortening the product development cycle. Yet the key steps required to bring a new product to market remain the creation and application of knowledge, regardless of how quickly the requirements are set. The challenge in creating an effective and efficient development system lies in shortening the entire process.” – Dantar Oosterwal, The Lean Machine.
Series Context
• Part 1 – Introduction and Overview• Part 2 – Business Impact Metrics
• Part 3 – Culture Metrics
• Part 4 – Quality Metrics
• Part 5 – Speed Metrics (You are here)
• Part 6 – Conclusion and Implementation
Introduction
As mentioned in my last post, the categorization of metrics went through some significant reshaping in the review process. The “Speed” (or “Flow”) quadrant didn’t exist, with its all-important metrics divided between “Business Impact” and “Deployment Health”.
Lead Time is arguably the most important metric in Lean, as evidenced by Taiicho Ohno’s famous statement that “All we are doing is looking at the customer time line, from the moment the customer gives us the order to the point when we collect the cash”. Not only does it measure our (hopefully) increasing ability to respond rapidly to opportunity, but is a critical ingredient in enabling a focus on global rather than local optimization.
In this quadrant, the core focus is to employ two perspective views on Lead Time. The first (Feature Lead Time) relates to the delivery of feature outcomes, and the second (MTTR from Incident) our ability to rapidly recover from production incidents.
The other proposed metrics highlight the cycle time of key phases in the idea-to-value life-cycle as an aid to understanding “where we are slow, and where we are making progress”. In particular, they will highlight failure to gain traction in XP and DevOps practices.
There is, however, a caveat. Many (if not most) Agile Release Trains do not begin life in control of the entire idea-to-value life-cycle. On the one hand, its very common for features to be handed off to an enterprise release management organisation for production release. On the other, whilst Lean Principles are at the heart of SAFe the framework centers on hardware/software development. The (traditionally business) skill-sets in areas such as operational readiness, marketing and sales required to move from “Deployed product” to “Value generating product” are nowhere on the big picture.
ARTs focused on bringing to life the SAFe principles will address these gaps as they inspect and adapt, but in the meantime there is a temptation to “not measure what we are not in control of”. As a coach, I argue that ARTs should “never let go until you’ve validated the outcome”. You may not be in control, but you should be involved – if for nothing else than in pursuit of global optimization.
Basic Definitions
Basic Metrics Rationale
Average Feature Lead Time (days)
This is the flagship metric. However, the trick is determining "when the timer starts ticking". For an ART maintaining the recommended 3-PI roadmap, feature lead time would rarely be shorter than a depressing 9 months.
To measure it, one needs 2 things: A solid Feature Kanban, and agreement on which stage triggers the timer. A good feature kanban will of necessity be more granular the sample illustrated in the framework (fuel for a future post), but the trigger point I most commonly look for is "selection for next PI". In classic kanban parlance, this is the moment when a ticket moves from "backlog" to "To Do", and in most ARTs triggers the deeper preparation activities necessary to prepare a feature for PI planning. The end-point for the measure is the moment at which the feature starts realizing value and is dependent on solution context, often triggered by deployment for digital solutions but after business change management activities for internal solutions.
Average Deployment Cycle Time (days)
This metric was inspired by the recently released Devops Handbook by Gene Kim and friends. In essence, we want to measure “time spent in the tail”. I have known ART after ART that accelerated their development cycle whilst never making inroads on their path to production. If everything you build has to be injected in a 3-month enterprise release cycle, its almost pointless accelerating your ability to build!
Whilst our goal is to measure this in minutes, I have selected days as the initial measure as for most large enterprises the starting point will be weeks if not months.
Average Mean Time to Restore (MTTR) from Incident (mins)
When a high severity incident occurs in production, how long does it take us to recover? In severe cases, these incidents can cause losses of millions of dollars per hour. Gaining trust in our ability to safely deploy regularly can only occur with demonstrated ability to recover fast from issues. Further, since these incidents are typically easy to quantify in bottom-line impact, we gain the ability to start to measure the ROI of investment in DevOps enablers.
Prod Deploys Per PI (#)
Probably the simplest measure of all listed on the dashboard - how frequently are we deploying and realizing value?
Advanced Definitions
Advanced Metrics Rationale
Average Feature Execution Cycle Time (days)
This is one of the sub-phases of the lead time which are worth measuring in isolation, and is once again dependent on the presence of an appropriately granular feature kanban.
The commencement trigger is "first story played", and the finalization trigger is "feature ready for deployment packaging" (satisfies Feature Definition of Done). The resultant measure will be an excellent indicator of train behaviors when it comes to Feature WIP during the PI. Are they working on all features simultaneously throughout the PI or effectively collaborating across teams to shorten the execution cycles at the feature level?
One (obvious) use of the metric is determination of PI length. Long PI’s place an obvious overhead on Feature Lead Time, but if average Feature Execution time is 10 weeks its pointless considering an 8 week PI.
Average Deploy to Value Cycle Time (days)
This sub-phase of feature lead time measures "how long a deployed feature sits on the shelf before realizing value".
The commencement trigger is "feature deployed", and the finalization trigger is "feature used in anger". It will signal the extent to which true system level optimization is being achieved, as opposed to local optimization for software build. In a digital solution context it is often irrelevant (unless features are being shipped toggled-off in anticipation of marketing activities), but for internal solution contexts it can be invaluable in signalling missed opportunities when it comes to organizational change management and business readiness activities.
Average Deployment Outage (mins)
How long an outage will our users and customers experience in relation to a production deployment? Lengthy outages will severely limit our aspirations to deliver value frequently.
Conclusion
We’ve now covered all 4 quadrants and their accompanying metrics. The next post will conclude the series with a look at dashboard representation, implementation and utilisation.
“High performers [in Devops practices] were twice as likely to exceed profitability, market share, and productivity goals. And, for those organizations that provided a stock ticker symbol, we found that high performers had 50% higher market capitalization growth over three years.” – Gene Kim, Jez Humble, Patrick Debois, John Willis .. The Devops Handbook
Nice blog!! I hope you will share more info like this. I will use this for my studies and research.
ReplyDeleteDevOps Training in Chennai
DevOps foundation certification
DevOps certification
AWS Training in Chennai
Cloud Computing Training in Chennai
Data Science Training in Chennai
DevOps Training in Anna Nagar
DevOps Training in Vadapalani
DevOps Training in Guindy
DevOps Training in Thiruvanmiyur
Great Article Artificial Intelligence Projects
DeleteProject Center in Chennai
JavaScript Training in Chennai
JavaScript Training in Chennai
Rice Bags Manufacturers
ReplyDeletePouch Manufacturers
wall putty bag manufacturers
fertilizer bag manufacturers
seed bag manufacturers
gusseted bag manufacturers
bopp laminated bags manufacturer
Lyrics with music
we have provide the best ppc service.
ReplyDeleteppc company in gurgaon
website designing company in Gurgaon
PPC company in Noida
seo company in gurgaon
PPC company in Mumbai
PPC company in Chandigarh
Digital Marketing Company
we have provide the best fridge repair service.
ReplyDeletefridge repair in faridabad
Videocon Fridge Repair in Faridabad
Whirlpool Fridge Repair in Faridabad
Hitachi Fridge Repair In Faridabad
Washing Machine Repair in Noida
godrej washing machine repair in noida
whirlpool Washing Machine Repair in Noida
IFB washing Machine Repair in Noida
LG Washing Machine Repair in Noida
iso certification in noida
ReplyDeleteiso certification in delhi
ce certification in delhi
iso 14001 certification in delhi
iso 22000 certification in delhi
iso consultants in noida
iso registration in delhi
ReplyDeleteiso 22000 certification cost
ISO 9001 Certification in Noida
website designing services
SEO Service Consultant
Mobile app development company in gurgaon
ReplyDeleteThis is a nice and informative, containing all information and also has a great impact on the new technology. Thanks for sharing it
ReplyDeletewebsite designing Service
?m impressed, I must say. Really rarely do I encounter a blog that?s both educative and entertaining, and let me tell you, you have hit the nail on the head. Your idea is outstanding; the issue is something that not enough people are speaking intelligently about. I am very happy that I stumbled across this in my search for something relating to this.Get Best Fireproof clothing material from Daletec.com in all over the world.
ReplyDeleteI just loved your article on the beginners guide to starting a blog.If somebody take this blog article seriously in their life, he/she can earn his living by doing blogging.thank you for thizs article. top devops online training
ReplyDeleteVery detailed content on data safety, a pleasure to read while looking for enterprise backup solutions that work with aws
ReplyDeleteNot exclusively will this assist you with staying away from punishments, it will likewise assist you with boosting the productivity of your site improvement methodology. Obviously,blog comments service in 1$
ReplyDeletePretty blog, i found some useful information from this blog, thanks for sharining the great information.
ReplyDeleteDOT NET Training in Bangalore
DOT NET Training in Chennai
Dot NET Training in Marathahalli
DOT NET Training Institute in Marathahalli
DOT NET Course in Bangalore
AWS Training in Bangalore
Data Science Courses in Bangalore
DevOps Training in Bangalore
PHP Training in Bangalore
Spoken English Classes in Bangalore
It was a very good post indeed. I thoroughly enjoyed reading it in my lunch time. Will surely come and visit this blog more often. Thanks for sharing. dewapoker
ReplyDeleteIt is amazing and wonderful to visit your site.Thanks for sharing this information,this is useful to me...
ReplyDeleteAWS Online Training
AWS Certification Training
AWS Certification Course Online
AWS Training
AWS Online Course
The post is written in very a good manner and it contains many useful information for me.
ReplyDeletegexton security network it system
Very useful for and effective blog for us..I always read your all blogs..
ReplyDeleteFor any Graphtec Dealers in India
For any Graphtec High Speed Data Logger
putlockerfree.pictures Great post, thank you for sharing this usefull information.It is very easy to understand.Keep regular update with your blogs.
ReplyDeletemobile app development company in delhi
ReplyDeleteMy rather long internet look up has at the end of the day been compensated with pleasant insight to talk about with my family and friends.
ReplyDeleteCloud Business Management Software Suite
Such a very useful article. Very interesting to read this article. I would like to thank you for the efforts you had made for writing this awesome article.
ReplyDeleteData Science Course in Pune
Data Science Training in Pune
I feel very grateful that I read this. It is very helpful and very informative and I really learned a lot from it.
ReplyDeleteData Analytics Course in Pune
Data Analytics Training in Pune
I am impressed by the information that you have on this blog. It shows how well you understand this subject.
ReplyDeleteBusiness Analytics Course in Pune
Business Analytics Training in Pune
Thumbs up guys your doing a really good job. It is the intent to provide valuable information and best practices, including an understanding of the regulatory process.
ReplyDeleteCyber Security Course in Bangalore
This is a wonderful article, Given so much info in it, These type of articles keeps the users interest in the website, and keep on sharing more ... good luck.
ReplyDeleteData Science Training Institute in Bangalore
I am impressed by the information that you have on this blog. Thanks for Sharing
ReplyDeleteEthical Hacking in Bangalore
Very nice blog and articles. I am really very happy to visit your blog. Now I am found which I actually want. I check your blog everyday and try to learn something from your blog. Thank you and waiting for your new post.
ReplyDeleteCyber Security Training in Bangalore
Great post i must say and thanks for the information. Education is definitely a sticky subject. However, is still among the leading topics of our time. I appreciate your post and look forward to more.
ReplyDeleteBest Data Science Courses in Bangalore
After reading your article I was amazed. I know that you explain it very well. And I hope that other readers will also experience how I feel after reading your article.
ReplyDeleteEthical Hacking Course in Bangalore
It has fully emerged to crown Singapore's southern shores and undoubtedly placed her on the global map of residential landmarks. I still scored the more points than I ever have in a season for GS. I think you would be hard pressed to find somebody with the same consistency I have had over the years so I am happy with that.
ReplyDeleteData Science Course in Bangalore
You might comment on the order system of the blog. You should chat it's splendid. Your blog audit would swell up your visitors. I was very pleased to find this site.I wanted to thank you for this great read!!
ReplyDeleteData Science Training in Bangalore
Wow! Such an amazing and helpful post this is. I really really love it. I hope that you continue to do your work like this in the future also.
ReplyDeleteEthical Hacking Training in Bangalore
Cool stuff you have and you keep overhaul every one of us.
ReplyDeleteData Science Course
Thanks for the informative and helpful post, obviously in your blog everything is good..
ReplyDeleteData Science Training
Very interesting blog. A lot of the blogs I see these days don't provide anything that interests me, but I'm really interested in this one. I just thought I would post and let you know.
ReplyDeleteData Science Courses
This is an excellent article. Thanks for sharing this information. I will be visiting your blog regularly for the latest articles. I will be visiting your blog regularly to see some of the latest posts.
ReplyDeleteData Science Certification
I don’t suppose many of websites give this kind of information. Calgary SEO Agency
ReplyDeleteYour post much attractive. Thats Great, find favorite Lottery of India. Become a winner in 2020 and change your life..
ReplyDeleteKBC Winner
KBC Winner List
KBC Winner List 2020
Jio Kbc Winner List 2020
kbc Lottery Winner List 2020
JIO KBC Winner List 2019-20
kbc Lottery Winner 2020 List Today
KBC Winner List 25 Lakh
KBC Winner 2020
KBC Winner Today
Kaun Banega Crorepati Winner List
Is your fridge’s temperature off? Is your oven not cooking your meals properly? Is your dryer making strange, loud noises? No matter what issue you are experiencing with your household appliances (such as your fridge, stove, oven, washer, dryer, dishwasher, freezer), you need to know that you can rely on an appliance repair Vancouver company to provide quick and reliable repairs.fridge repair
ReplyDeleteIt would also motivate almost everyone to save this webpage for their favorite helper to help get the look published.
ReplyDeleteBusiness Analytics Course in Bangalore
Just a shine from you here. I have never expected anything less from you and you have not disappointed me at all. I guess you will continue the quality work.
ReplyDeleteData Analytics Course in Bangalore
Terrific post thoroughly enjoyed reading the blog and more over found to be the tremendous one. In fact, educating the participants with it's amazing content. Hope you share the similar content consecutively.
ReplyDeleteartificial intelligence course in bhilai
Honestly speaking this blog is absolutely amazing in learning the subject that is building up the knowledge of every individual and enlarging to develop the skills which can be applied in to practical one. Finally, thanking the blogger to launch more further too.
ReplyDeleteData Science training in Bhilai
Stupendous blog huge applause to the blogger and hoping you to come up with such an extraordinary content in future. Surely, this post will inspire many aspirants who are very keen in gaining the knowledge. Expecting many more contents with lot more curiosity further.
ReplyDeleteDigital Marketing Course in Bhilai
Stupendous blog huge applause to the blogger and hoping you to come up with such an extraordinary content in future. Surely, this post will inspire many aspirants who are very keen in gaining the knowledge. Expecting many more contents with lot more curiosity further.
ReplyDeleteDigital Marketing Course in Bhilai
I have to search sites with relevant information ,This is a
ReplyDeletewonderful blog,These type of blog keeps the users interest in
the website, i am impressed. thank you.
Data Science Course in Bangalore
I have to search sites with relevant information ,This is a
ReplyDeletewonderful blog,These type of blog keeps the users interest in
the website, i am impressed. thank you.
Data Science Training in Bangalore
Fantastic blog extremely good well enjoyed with the incredible informative content which surely activates the learners to gain the enough knowledge. Which in turn makes the readers to explore themselves and involve deeply in to the subject. Wish you to dispatch the similar content successively in future as well.
ReplyDeleteartificial intelligence training in bhilai
Really wonderful blog completely enjoyed reading and learning to gain the vast knowledge. Eventually, this blog helps in developing certain skills which in turn helpful in implementing those skills. Thanking the blogger for delivering such a beautiful content and keep posting the contents in upcoming days.
ReplyDeleteData Science training
Truly incredible blog found to be very impressive due to which the learners who ever go through it will try to explore themselves with the content to develop the skills to an extreme level. Eventually, thanking the blogger to come up with such an phenomenal content. Hope you aarrive with the similar content in future as well.
ReplyDeleteDigital Marketing training
Tremendous blog quite easy to grasp the subject since the content is very simple to understand. Obviously, this helps the participants to engage themselves in to the subject without much difficulty. Hope you further educate the readers in the same manner and keep sharing the content as always you do.
ReplyDeleteData Science certification in Raipur
Great article with valuable information found very resourceful thanks for sharing.
ReplyDeletetypeerror nonetype object is not subscriptable
"
ReplyDeleteBrilliant work done by you indeed here. This is only the motivation behind why I've generally enjoyed your work. You have stunning composing aptitudes and you show them in each article. Prop it up!"
360DigiTMG masters in data science
Really, this article is truly one of the best, information shared was valuable and resourceful Very good work thank you.
ReplyDeleteData Scientist Training in Hyderabad
stunning, incredible, I was thinking about how to fix skin inflammation normally.I've bookmark your site and furthermore include rss. keep us refreshed.
ReplyDeletedata scientist malaysia
Really nice and interesting blog information shared was valuable and enjoyed reading this one. Keep posting. Thanks for sharing.
ReplyDeleteData Science Training in Hyderabad
Learned a lot of new things in this post. Thanks for taking the time to share this blog..
ReplyDeletecloud computing skills
scope of automation
google digital marketing coursegoogle digital marketing certification
technical skills required for cloud computing
Thank you for your message. I've been thinking about writing a very similar article for the last few weeks, I'll probably keep it short and to the point and link to this article instead if that's interesting. Thank you. PMP Certification in Hyderabad
ReplyDeleteI feel very grateful that I read this. It is very helpful and very informative and I really learned a lot from it. Water Softener System
ReplyDeleteI truly like your style of blogging. I added it to my preferred's blog webpage list and will return soon…
ReplyDeletehttps://360digitmg.com/course/certification-program-in-data-science
Your work is generally excellent and I value you and jumping for some more educational posts
ReplyDeletehttps://360digitmg.com/course/certification-on-industrial-revolution-4-0
Great information. The above content is very interesting to read. This will be loved by all age groups.
ReplyDeletehow to convert list to string in python
data structures using python
polymorphism in oops
numpy in python
python interview questions and answers for testers
convert string to list python
Truly mind blowing blog went amazed with the subject they have developed the content. These kind of posts really helpful to gain the knowledge of unknown things which surely triggers to motivate and learn the new innovative contents. Hope you deliver the similar successive contents forthcoming as well.
ReplyDeleteDigital Marketing training in Raipur
Tremendous blog quite easy to grasp the subject since the content is very simple to understand. Obviously, this helps the participants to engage themselves in to the subject without much difficulty. Hope you further educate the readers in the same manner and keep sharing the content as always you do.
ReplyDeleteDigital Marketing training
Terrific post thoroughly enjoyed reading the blog and more over found to be the tremendous one. In fact, educating the participants with it's amazing content. Hope you share the similar content consecutively.
ReplyDeleteData Science training
This is my first time visiting here. I found a lot of funny things on your blog, especially your discussion. From the tons of comments on your posts, I guess I'm not the only one who has all the free time here. Keep up the good work. I was planning to write something like this on my website and you gave me an idea.
ReplyDeleteArtificial Intelligence Course in Bangalore
Very great post. I just discovered your blog and needed to state that I have truly appreciated perusing your blog entries. Any way I'll be buying in to your feed and I trust you post again soon.
ReplyDeletedata scientist course
This Post is providing valuable and unique information; I know that you take a time and effort to make a awesome article 토토사이트
ReplyDeleteSucceed! It could be one of the most useful blogs we have ever come across on the subject. Excellent info! I’m also an expert in this topic so I can understand your effort very well. Thanks for the huge help. auto glass near me
ReplyDeleteI'm glad to see the great detail here! dental implants tijuana
ReplyDeleteI have read your blog it is very helpful for me. I want to say thanks to you. I have bookmark your site for future updates. used motorcycles for sale
ReplyDeleteA debt of gratitude is in order for the blog entry amigo! Keep them coming. polaris dealer
ReplyDeleteYou have a very nice blog. Thank you for sharing. posicionamiento web tijuana
ReplyDeleteI found your documents very interesting. You have a amazing skills of writing a brief content. Thanks for talking about this, it is really a useful for me. I am going to preserve this. real estate broker wakefield
ReplyDeleteThe post is really superb. It’s varied accessory information that consists during a basic and necessary method. Thanks for sharing this text. The substance is genuinely composed. This web do my paper for me log is frequently sharing useful actualities. Keep sharing a lot of posts. real estate broker wakefield
ReplyDeleteHi, I log on to your new stuff like every week. Your humoristic style is witty, keep it up hebergement web Gatineau Ottawa
ReplyDeleteHi, I log on to your new stuff like every week. Your humoristic style is witty, keep it up hebergement web Gatineau Ottawa
ReplyDeleteI am constantly surprised by the amount of information accessible on this subject. What you presented was well researched and well written to get your stand on this over to all your readers. Thanks a lot my dear schwank patio heaters
ReplyDeleteYou…are…my…hero!!! I cant believe something like this exists on the internet! Its so true, so honest, and more than that you dont sound like an idiot! Finally, someone who knows how to talk about a subject without sounding like a kid who didnt get that bike he wanted for Christmas. real estate broker chelsea
ReplyDeleteIt is quite beneficial, although we think about the facts when it reaches this target yoga ville de gatineau
ReplyDeleteI would like to thank you for the efforts you have made in writing this article. I am hoping the same best work from you in the future as well. Thanks. Terrasverwarmer
ReplyDeleteTerrific post thoroughly enjoyed reading the blog and more over found to be the tremendous one. In fact, educating the participants with it's amazing content. Hope you share the similar content consecutively.
ReplyDeleteData Science training
Very rapidly this site will be famous among all blogging and site-building users, due to it's good articles Water Softener System
ReplyDeleteNice post. I learn some thing more difficult on various blogs everyday. It will always be stimulating you just read content using their company writers and use a little something from their site. I'd prefer to use some with all the content in my small weblog no matter whether you don't mind. Natually I'll provide you with a link on the internet weblog. Many thanks sharing Power Washing
ReplyDeleteNice post. I learn some thing more difficult on various blogs everyday. It will always be stimulating you just read content using their company writers and use a little something from their site. I'd prefer to use some with all the content in my small weblog no matter whether you don't mind. Natually I'll provide you with a link on the internet weblog. Many thanks sharing Sanitation Services
ReplyDeleteThanks for taking the time to discuss this, I feel strongly that love and read more on this topic. If possible, such as gain knowledge, would you mind updating your blog with additional information? It is very useful for me baltimore video production
ReplyDeleteThis is such a great resource that you are providing and you give it away for free shipping from china to usa
ReplyDeleteI havent any word to appreciate this post.....Really i am impressed from this post....the person who create this post it was a great human..thanks for shared this with us buy website traffic
ReplyDelete나는 지금 당신의 웹 사이트에서 몇 가지 기사를 표현했고 당신의 블로그 스타일이 정말 마음에 듭니다. 즐겨 찾는 블로그 사이트 목록에 추가했으며 곧 다시 확인하겠습니다. 토토사이트
ReplyDeleteTruly mind blowing blog went amazed with the subject they have developed the content. These kind of posts really helpful to gain the knowledge of unknown things which surely triggers to motivate and learn the new innovative contents. Hope you deliver the similar successive contents forthcoming as well.
ReplyDeleteDigital Marketing Course
Stupendous blog huge applause to the blogger and hoping you to come up with such an extraordinary content in future. Surely, this post will inspire many aspirants who are very keen in gaining the knowledge. Expecting many more contents with lot more curiosity further.
ReplyDeleteData Science training
I can set up my new idea from this post. It gives in depth information. Thanks for this valuable information for all 토토사이트추천
ReplyDeleteTremendous blog quite easy to grasp the subject since the content is very simple to understand. Obviously, this helps the participants to engage themselves in to the subject without much difficulty. Hope you further educate the readers in the same manner and keep sharing the content as always you do.
ReplyDeleteDigital Marketing Course
I have read your article couple of times because your views are on my own for the most part. It is great content for every reader. 메이저놀이터
ReplyDeleteIt is a good site post without fail. Not too many people would actually, the way you just did. I am impressed that there is so much information about this subject that has been uncovered and you’ve defeated yourself this time, with so much quality. Good Works! 먹튀안전사이트
ReplyDeleteI was just browsing through the internet looking for some information and came across your blog. I am impressed by the information that you have on this blog. It shows how well you understand this subject. Bookmarked this page, will come back for more. freelancer malta
ReplyDeleteThis is a splendid website! I"m extremely content with the remarks!ExcelR Data Analytics Course
ReplyDeleteThis helps them in learning new things about Python and how to solve various issues that may arise while coding. data science course in india
ReplyDelete체중 감량에 성공하려면 외모 이상에 집중해야합니다. 기분, 전반적인 건강 및 정신 건강을 활용하는 접근 방식이 가장 효율적입니다. 두 가지 체중 감량 여정이 똑같지 않기 때문에 대대적 인 체중 감량을 달성 한 많은 여성에게 정확히 어떻게했는지 물었습니다. 출장샵
ReplyDeleteI found a great article here. I are certain to become straight back. I only added your website on my own bookmark websites. thanks. Tableau Course in Bangalore
ReplyDeleteAgain, this is a very impressive topic. Thank you all the time. I've been reading your articles with interest from before. If possible, please visit my website and read my post and leave a comment. Have a good day!토토사이트
ReplyDeleteCool stuff you have got and you keep update all of us 토토사이트
ReplyDeleteI truly like you're composing style, incredible data, thankyou for posting. 먹튀검증업체
ReplyDeleteNice to be visiting your blog again, it has been months for me. Well this article that i've been waited for so long. I need this article to complete my assignment in the college, and it has same topic with your article. Thanks, great share 토토사이트
ReplyDeleteThis is a Great work and it is a very innovative blog. Well done!
ReplyDeleteGo Lang Training in Chennai
Google Cloud Training in Chennai
Google Cloud Online Training
Go Lang Course in Chennai
I like this post and there is obviously a lot to know about this. I think you made some good points in Features also i figure that they having a great time to peruse this post. They might take a decent site to make an information, thanks for sharing it to me Keep working, great job!
ReplyDeleteBraces in Bangalore
Thank you for this post
ReplyDeleteشركة تلميع سيارات بالرياض
شركة تلميع أسطح سيارات بالرياض
شركة غسيل سيارات بالرياض
شركة تنظيف بالرياض
The Data Scientist Certification Programme is one of the most comprehensive Data Science Course in Bangalore. It is specially designed to suit both data professionals and beginners who want to make a career in this fast-growing profession. Over 6 months, students will learn key techniques such as Statistical Analysis, Regression Analysis, Data Mining, Machine Learning, Forecasting and Text Mining, and tools such as Python and R Programming.
ReplyDeleteActually I read it yesterday I looked at most of your posts but I had some ideas about it . This article is probably where I got the most useful information for my research and today I wanted to read it again because it is so well written.
ReplyDeleteData Science Course in Bangalore
Liên hệ đặt vé tại Aivivu, tham khảo
ReplyDeletevé máy bay đi Mỹ bao nhiêu
vé máy bay từ mỹ về việt nam bao nhiêu tiền
chuyến bay từ canada về việt nam
ve may bay tu han quoc ve viet nam
Highly appreciable regarding the uniqueness of the content. This perhaps makes the readers feels excited to get stick to the subject. Certainly, the learners would thank the blogger to come up with the innovative content which keeps the readers to be up to date to stand by the competition. Once again nice blog keep it up and keep sharing the content as always.
ReplyDeleteData Science certification in Bhilai
Wonderful blog found to be very impressive to come across such an awesome blog. I should really appreciate the blogger for the efforts they have put in to develop such an amazing content for all the curious readers who are very keen of being updated across every corner. Ultimately, this is an awesome experience for the readers. Anyways, thanks a lot and keep sharing the content in future too.
ReplyDeleteDigital Marketing Course in Bhilai
Fantastic blog extremely good well enjoyed with the incredible informative content which surely activates the learners to gain the enough knowledge. Which in turn makes the readers to explore themselves and involve deeply in to the subject. Wish you to dispatch the similar content successively in future as well.
ReplyDeleteData Science training in Raipur
Terrific post thoroughly enjoyed reading the blog and more over found to be the tremendous one. In fact, educating the participants with it's amazing content. Hope you share the similar content consecutively.
ReplyDeleteData Science Course in Raipur
Truly incredible blog found to be very impressive due to which the learners who ever go through it will try to explore themselves with the content to develop the skills to an extreme level. Eventually, thanking the blogger to come up with such an phenomenal content. Hope you arrive with the similar content in future as well.
ReplyDeleteDigital Marketing training
Very good message. I stumbled across your blog and wanted to say that I really enjoyed reading your articles. Anyway, I will subscribe to your feed and hope you post again soon.
ReplyDeleteBusiness Analytics Course
Highly appreciable regarding the uniqueness of the content. This perhaps makes the readers feels excited to get stick to the subject. Certainly, the learners would thank the blogger to come up with the innovative content which keeps the readers to be up to date to stand by the competition. Once again nice blog keep it up and keep sharing the content as always.
ReplyDeleteData Science training in Bhilai
I have to search sites with relevant information ,This is a
ReplyDeletewonderful blog,These type of blog keeps the users interest in
the website, i am impressed. thank you.
Data Science Training in Bangalore
here you can get more information about joining the Pakistan navy
ReplyDeleteJoin Pak Navy