Ray Dalio - All Weather Portfolio
"Making these difficult portfolio decisions for you is the point of Target-Date Retirement Funds.  You pick a date at which you're going to start needing to withdraw the money, and the company managing the fund slowly turns down the aggressiveness of the fund as the target date approaches.  Typically you would pick the target date to be around, say, your 65th birthday.  Many mutual fund companies offer a variety of funds to suit your needs. Your desire to never ""have to recover"" indicates that you have not yet done quite enough reading on the subject of investing.  (Or possibly that your sources have been misleading you.)  A basic understanding of investing includes the knowledge that markets go up and down, and that no portfolio will always go up.  Some ""recovery"" will always be necessary; having a less aggressive portfolio will never shield you completely from losing money, it just makes loss less likely. The important thing is to only invest money that you can afford to lose in the short-term (with the understanding that you'll make it back in the long term).  Money that you'll need in the short-term should be kept in the absolute safest investment vehicles, such as a savings account, a money market account, short-term certificates of deposit, or short-term US government bonds." Here are the specific Vanguard index funds and ETF's I use to mimic Ray Dalio's all weather portfolio for my taxable investment savings. I invest into this with Vanguard personal investor and brokerage accounts. Here's a summary of the performance results from 2007 to today:  2007 is when the DBC commodity fund was created, so that's why my results are only tested back that far. I've tested the broader asset class as well and the results are similar, but I suggest doing that as well for yourself. I use portfoliovisualizer.com to backtest the results of my portfolio along with various asset classes, that's been tremendously useful. My opinionated advice would be to ignore the local investment advisor recommendations. Nobody will ever care more about your money than you, and their incentives are misaligned as Tony mentions in his book.  Mutual funds were chosen over ETF's for the simplicity of auto-investment.  Unfortunately I have to manually buy the ETF shares each month (DBC and GLD). I'm 29 and don't use this for retirement savings. My retirement is 100% VSMAX. I'll adjust this in 20 years or so to be more conservative. However, when I get close to age 45-50 I'm planning to shift into this allocation at a market high point.  When I approach retirement, this is EXACTLY where I want to be. Let's say you had $2.7M in your retirement account on Oct 31, 2007 that was invested in 100% US Stocks. In Feb of 2009 your balance would be roughly $1.35M. If you wanted to retire in 2009 you most likely couldn't. If you had invested with this approach you're account would have dropped to $2.4M in Feb of 2009.  Disclaimer: I'm not a financial planner or advisor, nor do I claim to be. I'm a software engineer and I've heavily researched this approach solely for my own benefit. I have absolutely no affiliation with any of the tools, organizations, or funds mentioned here and there's no possible way for me to profit or gain from this. I'm not recommending anyone use this, I'm merely providing an overview of how I choose to invest my own money. Take or leave it, that's up to you. The loss/gain incured from this is your responsibility, and I can't be held accountable.
The point of derivatives is to get rid of the risk you don't want so you can acquire exposure only to the risk you want. Who wants weather/temperature risk -- speculators. Who doesn't want that risk? Anyone who's core business is adversely affected by bad weather. It's the same reason multinational firms will hedge FX and interest rates. All a speculator is typically doing is taking the other side of the trade based on what they feel is the true price of the risk they are assuming It's a tech buzzword. OK I'm being a bit glib.  A Wealth Management Platform is a software system designed to help people track their investment portfolios and research new investments.  Sometimes, trusts and small investment firms will use these platforms as well but they will often have more specialized separate systems for portfolio tracking and research. There is a large variety of platforms out there all trying to be the best platform for you... or someone else.  Some will have websites and be open to all with money and some will be applications and only target some types of investors.  Some will have robo-advising (Wealthfront), a human adviser (Merrill) or have none at all.  Some will have nice graphical tools to track your portfolio or great research tools or both (I try not to recommend products on this site).  Some can be designed to nudge you into their ideology (Vanguard). All, though, have a technology team behind them to make investing easier for you (or their investment advisers) or to sell you their products.  You get the picture. Financial advisers like to ask lots of questions and get nitty-gritty about investment objectives, but for the most part this is not well-founded in financial theory.  Investment objectives really boils down to one big question and an addendum.  The big question is how much risk you are willing to tolerate.  This determines your expected return and most characteristics of your portfolio. The addendum is what assets you already have (background risk).  Your portfolio should contain things that hedge that risk and not load up on it.  If you expect to have a fixed income, some extra inflation protection is warranted.  If you have a lot of real estate investing, your portfolio should avoid real estate.  If you work for Google, you should avoid it in your portfolio or perhaps even short it. Given risk tolerance and background risk, financial theory suggests that there is a single best portfolio for you, which is diversified across all available assets in a market-cap-weighted fashion. You seem to think that Ray is suggesting it's the Fed's job to make Trump voters happy.  I didn't get that impression from the article.   He seemed to be pointing out that the Fed may accidentally make things worse by looking at averages instead of drilling down into the quintiles. Coolness - It's not only a matter of staying calm when being up or down. You must keep yourself from chasing a stock that appears to be running away. Or from betting all your money that something(like say a crash) will happen tomorrow because that would be great for you. Use your head not your heart. Empathy - You need to understand what other speculators, investors, institutions and algorithms are going to do when there is a new development or technical signal. And why. For publicly traded corporations, fundamentals and technical indicators only have the value that people(and their algorithms) choose to assign to them at that particular moment. And every stock has a different population trading it. There is no rule of thumb. Patience - To trade successfully, you must avoid trading at all costs. Heh. If you can't find any good trade to do, don't open positions in order to meet your targets, buy a new smartphone, or to fight boredom. Diligence - If your strategy relies on tight stops, don't make exceptions. If your strategy relies on position sizing, don't close when you are a few points down. Luck - In the end almost every trade can turn against you very badly. You must prepare for the worst and hope for the best. You can't buy luck, or get luckier, but you can attempt to stack probabilities: diversify, buy options to insure your positions, reduce holding time, avoid known volatility events, etc. Yes, Alpha Vantage. As MasticatedTesticle points out, it is worth asking where it originally comes from, but it looked to me like a solid source for, in particular, intraday trading data. Additionally, Yahoo finance is done on R (zoo, PerformanceAnalytics libraries don't work anymore as far as I can tell). The numbers look right to me tho, let me know if things are off. LC Webpros is the leading digital marketing and web development company in the USA. In the constantly changing field of graphic  However, there are other artists who have decided to specialize only in print related graphic design. We provide the best Graphic Design gainesville fl. Graphic Design is a diverse, dynamic and flexible field. You can specialize in the branding of this area. For any information, you can visit our company website. Hi I am assuming you are doing this in the US?  I run a social media / content marketing agency in the UK,  Some of our very first clients were real estate agents, the idea we had was to market properties through Facebook using interior and exterior video shots to commercial music,  This took off with some estate agents and not so much with others,  My biggest piece of advice find a chain and start there that way you will get a hell of a lot of recognition by the smaller firms,  You need to find a realistic price point for your clients that is measurable on the ROI and ultimately pays for your lifestyle. I started at £200 which is $257 dollars - arguably very underpriced but it gave me the opportunity to work with a cluster of people,  I even went to the extreme of offering free work so I could get work for the portfolio!  In terms of who to contact and how to find them.. enter Linkedin.com your new best friend - connect with real estate developers, buyers, owners you name it then informally introduce yourself and ask when they are free for a coffee. Post an article about why video and drone footage is the next big thing for real estate, don't be afraid to ask for the business at the end of the day you are providing cold hard value.  I've always tried to get retainer deals with clients in the real estate sector but to achieve this you have to talk to the big boys and not independent firms. I could be wrong though I haven't done business with a lot of people in the states so definitely something to keep in mind.  A good lot of this business idea is trial and error but I agree with it 100% just go and do basically,  Hope this helps - I am happy to show you some of my work if you want to shoot me over a private message!